Ruoheng Liu

dblp:02/1276 · DBLP profile ↗
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28ranked-venue papers
21as first author
0since 2021 · last 2013
0000-0002-7831-0637ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Theory of computation · 13 · 10 first-authorApplied, interdisciplinary, general and emerging computing · 12 · 8 first-authorComputer networks · 2 · 2 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Theoretical computer science
8 papers
Information theory · 65% Coding theory · 35%
Computer networks
6 papers
Physical-layer communications · 100%
Network and information security
4 papers
Cryptographic primitives and cryptanalysis · 100%

Topics — the 30 heaviest of 35, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Information theory › information-theoretic security
physical-layer security
0.332011
Interference Assisted Secret Communication · IEEE Trans. Inf. Theory 2011
On the Throughput of Secure Hybrid-ARQ Protocols for Gaussian Block-Fading Channels · IEEE Trans. Inf. Theory 2009
Secrecy Capacity Region of a Multiple-Antenna Gaussian Broadcast Channel With Confidential Messages · IEEE Trans. Inf. Theory 2009
Information theory › information-theoretic security
wiretap channel
0.332011
Interference Assisted Secret Communication · IEEE Trans. Inf. Theory 2011
On the Throughput of Secure Hybrid-ARQ Protocols for Gaussian Block-Fading Channels · IEEE Trans. Inf. Theory 2009
Secrecy Capacity Region of a Multiple-Antenna Gaussian Broadcast Channel With Confidential Messages · IEEE Trans. Inf. Theory 2009
Coding theory
channel coding
0.342009
On the Throughput of Secure Hybrid-ARQ Protocols for Gaussian Block-Fading Channels · IEEE Trans. Inf. Theory 2009
Incremental Redundancy Cooperative Coding for Wireless Networks: Cooperative Diversity, Coding, and Transmission Energy Gains · IEEE Trans. Inf. Theory 2008
Reliable channel regions for good binary codes transmitted over parallel channels · IEEE Trans. Inf. Theory 2006
Information theory › information-theoretic security › secrecy capacity
secrecy capacity region
0.332010
A vector generalization of costa's entropy-power inequality with applications · IEEE Trans. Inf. Theory 2010
Secrecy Capacity Region of a Multiple-Antenna Gaussian Broadcast Channel With Confidential Messages · IEEE Trans. Inf. Theory 2009
Discrete Memoryless Interference and Broadcast Channels With Confidential Messages: Secrecy Rate Regions · IEEE Trans. Inf. Theory 2008
Physical-layer communications › MIMO › MIMO downlink
MIMO Gaussian broadcast channel
0.322013
New Results on Multiple-Input Multiple-Output Broadcast Channels With Confidential Messages · IEEE Trans. Inf. Theory 2013
Multiple-input multiple-output Gaussian broadcast channels with confidential messages · IEEE Trans. Inf. Theory 2010
Physical-layer communications › physical layer security › secrecy performance metrics
secrecy capacity
0.322013
New Results on Multiple-Input Multiple-Output Broadcast Channels With Confidential Messages · IEEE Trans. Inf. Theory 2013
Multiple-input multiple-output Gaussian broadcast channels with confidential messages · IEEE Trans. Inf. Theory 2010
Information theory › information-theoretic security
secrecy capacity
0.222011
Interference Assisted Secret Communication · IEEE Trans. Inf. Theory 2011
On the Throughput of Secure Hybrid-ARQ Protocols for Gaussian Block-Fading Channels · IEEE Trans. Inf. Theory 2009
Cryptographic primitives and cryptanalysis
information-theoretic security
0.142013
New Results on Multiple-Input Multiple-Output Broadcast Channels With Confidential Messages · IEEE Trans. Inf. Theory 2013
Fading Cognitive Multiple-Access Channels With Confidential Messages · IEEE Trans. Inf. Theory 2011
Multiple-input multiple-output Gaussian broadcast channels with confidential messages · IEEE Trans. Inf. Theory 2010
Physical-layer communications
fading channels
0.112011
Fading Cognitive Multiple-Access Channels With Confidential Messages · IEEE Trans. Inf. Theory 2011
Physical-layer communications › multiple access
multiple access channel
0.112011
Fading Cognitive Multiple-Access Channels With Confidential Messages · IEEE Trans. Inf. Theory 2011
Physical-layer communications
power allocation
0.112011
Fading Cognitive Multiple-Access Channels With Confidential Messages · IEEE Trans. Inf. Theory 2011
Information theory › channel capacity › capacity bounds
outer bound
0.112011
Interference Assisted Secret Communication · IEEE Trans. Inf. Theory 2011
Coding theory › error-correcting codes › block codes
linear code
0.122006
Reliable channel regions for good binary codes transmitted over parallel channels · IEEE Trans. Inf. Theory 2006
On the weight spectrum of good linear binary codes · IEEE Trans. Inf. Theory 2005
Physical-layer communications › physical layer security
artificial noise
0.112010
Multiple-input multiple-output Gaussian broadcast channels with confidential messages · IEEE Trans. Inf. Theory 2010
Information theory › information measures › entropy › entropy inequalities
entropy power inequality
0.112010
A vector generalization of costa's entropy-power inequality with applications · IEEE Trans. Inf. Theory 2010
Physical-layer communications › MIMO › multiuser MIMO
broadcast channel
0.112009
Secrecy Capacity Region of a Multiple-Antenna Gaussian Broadcast Channel With Confidential Messages · IEEE Trans. Inf. Theory 2009
Physical-layer communications › channel coding › multiuser coding
dirty paper coding
0.112009
Secrecy Capacity Region of a Multiple-Antenna Gaussian Broadcast Channel With Confidential Messages · IEEE Trans. Inf. Theory 2009
Physical-layer communications
MIMO
0.112009
Secrecy Capacity Region of a Multiple-Antenna Gaussian Broadcast Channel With Confidential Messages · IEEE Trans. Inf. Theory 2009
Coding theory › error-correcting codes
hybrid ARQ
0.112009
On the Throughput of Secure Hybrid-ARQ Protocols for Gaussian Block-Fading Channels · IEEE Trans. Inf. Theory 2009
Information theory › channel capacity
outage probability
0.112009
On the Throughput of Secure Hybrid-ARQ Protocols for Gaussian Block-Fading Channels · IEEE Trans. Inf. Theory 2009
Coding theory › channel coding › feedback communication
retransmission protocols
0.112009
On the Throughput of Secure Hybrid-ARQ Protocols for Gaussian Block-Fading Channels · IEEE Trans. Inf. Theory 2009
Coding theory › channel coding
error probability bounds
0.122008
Reliable channel regions for good binary codes transmitted over parallel channels · IEEE Trans. Inf. Theory 2006
Incremental Redundancy Cooperative Coding for Wireless Networks: Cooperative Diversity, Coding, and Transmission Energy Gains · IEEE Trans. Inf. Theory 2008
Physical-layer communications › cooperative communication
cooperative diversity
0.112008
Incremental Redundancy Cooperative Coding for Wireless Networks: Cooperative Diversity, Coding, and Transmission Energy Gains · IEEE Trans. Inf. Theory 2008
Physical-layer communications › channel coding › hybrid ARQ
incremental redundancy
0.112008
Incremental Redundancy Cooperative Coding for Wireless Networks: Cooperative Diversity, Coding, and Transmission Energy Gains · IEEE Trans. Inf. Theory 2008
Information theory › network information theory
broadcast channel
0.112008
Discrete Memoryless Interference and Broadcast Channels With Confidential Messages: Secrecy Rate Regions · IEEE Trans. Inf. Theory 2008
Coding theory › channel coding › cooperative channel coding
coded cooperation
0.112008
Incremental Redundancy Cooperative Coding for Wireless Networks: Cooperative Diversity, Coding, and Transmission Energy Gains · IEEE Trans. Inf. Theory 2008
Information theory › network information theory
interference channel
0.112008
Discrete Memoryless Interference and Broadcast Channels With Confidential Messages: Secrecy Rate Regions · IEEE Trans. Inf. Theory 2008
Coding theory
code ensembles
0.112006
Reliable channel regions for good binary codes transmitted over parallel channels · IEEE Trans. Inf. Theory 2006
Coding theory › error-correcting codes
weight distribution
0.112005
On the weight spectrum of good linear binary codes · IEEE Trans. Inf. Theory 2005
Physical-layer communications › channel modeling
gaussian channel
0.012010
A vector generalization of costa's entropy-power inequality with applications · IEEE Trans. Inf. Theory 2010

Methods — techniques the papers use, named apart from their topics

artificial noise · 0.4matrix characterization · 0.3information-theoretic analysis · 0.3random binning · 0.3power allocation optimization · 0.2information-theoretic secrecy analysis · 0.2perturbation approach · 0.2mutual information derivative · 0.2matrix power constraint · 0.2MMSE estimation · 0.2gaussian channel analysis · 0.1discrete memoryless channel analysis · 0.1wyner code · 0.1sato-type bound · 0.1gaussian codebooks · 0.1asymptotic analysis · 0.1double-binning · 0.1
YearPublicationVenuePosition
2013 New Results on Multiple-Input Multiple-Output Broadcast Channels With Confidential Messages
abstract
This paper presents two new results on multiple-input multiple-output (MIMO) Gaussian broadcast channels with confidential messages. First, the MIMO Gaussian wiretap channel is revisited. A matrix characterization of the capacity-equivocation region is provided, which extends the previous result on the secrecy capacity to the more general imperfect secrecy setting. Next, the MIMO Gaussian broadcast channel with two receivers and three independent messages: a common message intended for both receivers, and two confidential messages each intended for one of the receivers but needing to be kept asymptotically perfectly secret from the other, is considered. A precise characterization of the capacity region is provided, generalizing the previous results which considered only two out of three possible messages.
Ruoheng Liu, Tie Liu 0002, H. Vincent Poor, Shlomo Shamai
IEEE Trans. Inf. Theory1
2011 Fading Cognitive Multiple-Access Channels With Confidential Messages
abstract
The fading cognitive multiple-access channel with confidential messages (CMAC-CM) is investigated, in which two users (users 1 and 2) wish to transmit a common message to a destination and user 1 also has a confidential message intended for the destination. The two users transmit to the destination via a multiple access channel, and user 2 also receives noisy channel outputs. Such channel outputs potentially help user 2 to learn user 1's confidential information (although they are not exploited by user 2 for channel transmission). Hence, user 1 views user 2 as an eavesdropper and wishes to keep its confidential message as secret as possible from user 2. A parallel CMAC-CM with independent subchannels is first studied. The secrecy capacity region of the parallel CMAC-CM is established, which yields the secrecy capacity regions of the parallel CMAC-CM with degraded subchannels and the parallel Gaussian CMAC-CM. These results are then applied to study the fading CMAC-CM, in which both the user-to-user channel and the user-to-destination channel are corrupted by multiplicative fading gain coefficients in addition to additive white Gaussian noise. The channel state information (CSI) is assumed to be known at both the users and the destination. With the CSI, users can dynamically change their transmission powers with the channel realization to achieve the optimal performance. The closed-form power allocation function that achieves every boundary point of the secrecy capacity region is derived.
Ruoheng Liu, Yingbin Liang, H. Vincent Poor
IEEE Trans. Inf. Theory1
2011 Interference Assisted Secret Communication
abstract
Wireless communication is susceptible to eavesdropping attacks because of its broadcast nature. This paper illustrates how interference can be used to counter eavesdropping and assist secrecy. In particular, a wiretap channel with a helping interferer (WT-HI) is considered. Here, a transmitter sends a confidential message to its intended receiver in the presence of a passive eavesdropper and with the help of an independent interferer. The interferer, which does not know the confidential message, helps in ensuring the secrecy of the message by sending an independent signal. An achievable secrecy rate and several computable outer bounds on the secrecy capacity of the WT-HI are given for both discrete memoryless and Gaussian channels.
Xiaojun Tang 0001, Ruoheng Liu, Predrag Spasojevic, H. Vincent Poor
IEEE Trans. Inf. Theory2
2010 The capacity-equivocation region of the MIMO Gaussian wiretap channel
abstract
A precise matrix characterization of the capacity-equivocation region of the multiple-input multiple-output (MIMO) Gaussian wiretap channel is established. This characterization is obtained via a connection to the problem of simultaneously communicating a private and a confidential messages over a MIMO Gaussian broadcast channel, for which the secrecy capacity region can be established using previous results on the secrecy capacity of the MIMO Gaussian wiretap channel.
Ruoheng Liu, Tie Liu 0002, H. Vincent Poor, Shlomo Shamai
ISIT1
2010 MIMO Gaussian broadcast channels with confidential and common messages
abstract
This paper considers the problem of secret communication over a two-receiver multiple-input multiple-output (MIMO) Gaussian broadcast channel. The transmitter has two independent, confidential messages and a common message. Each of the confidential messages is intended for one of the receivers but needs to be kept perfectly secret from the other, and the common message is intended for both receivers. It is shown that a natural scheme that combines secret dirty-paper coding with Gaussian superposition coding achieves the secrecy capacity region. To prove this result, a channel-enhancement approach and an extremal entropy inequality of Weingarten et al. are used.
Ruoheng Liu, Tie Liu 0002, H. Vincent Poor, Shlomo Shamai
ISIT1
2010 A vector generalization of costa's entropy-power inequality with applications
abstract
This paper considers an entropy-power inequality (EPI) of Costa and presents a natural vector generalization with a real positive semidefinite matrix parameter. The new inequality is proved using a perturbation approach via a fundamental relationship between the derivative of mutual information and the minimum mean-square error (MMSE) estimate in linear vector Gaussian channels. As an application, a new extremal entropy inequality is derived from the generalized Costa EPI and then used to establish the secrecy capacity regions of the degraded vector Gaussian broadcast channel with layered confidential messages.
Ruoheng Liu, Tie Liu 0002, H. Vincent Poor, Shlomo Shamai
IEEE Trans. Inf. Theory1
2010 Multiple-input multiple-output Gaussian broadcast channels with confidential messages
abstract
This paper considers the problem of secret communication over a two-receiver multiple-input multiple-output (MIMO) Gaussian broadcast channel. The transmitter has two independent messages, each of which is intended for one of the receivers but needs to be kept asymptotically perfectly secret from the other. It is shown that, surprisingly, under a matrix power constraint, both messages can be simultaneously transmitted at their respective maximal secrecy rates. To prove this result, the MIMO Gaussian wiretap channel is revisited and a new characterization of its secrecy capacity is provided via a new coding scheme that uses artificial noise (an additive prefix channel) and random binning.
Ruoheng Liu, Tie Liu 0002, H. Vincent Poor, Shlomo Shamai
IEEE Trans. Inf. Theory1
2009 An MMSE approach to the secrecy capacity of the MIMO Gaussian wiretap channel
abstract
This paper provides a closed-form expression for the secrecy capacity of the multiple-input multiple-output (MIMO) Gaussian wiretap channel, under a power-covariance constraint. Furthermore, the paper specifies the input covariance matrix required in order to attain the capacity. The proof uses the fundamental relationship between information theory and estimation theory in the Gaussian channel, relating the derivative of the mutual information to the minimum mean-square error (MMSE). The proof provides the missing intuition regarding the existence and construction of an enhanced degraded channel that does not increase the secrecy capacity. The concept of enhancement has been used in a previous proof of the problem. Furthermore, the proof presents methods that can be used in proving other MIMO problems, using this fundamental relationship.
Ruoheng Liu, Ronit Bustin, Shlomo Shamai, H. Vincent Poor
ISIT1
2009 A vector generalization of Costa entropy-power inequality and applications
abstract
This paper considers an entropy-power inequality (EPI) of Costa and presents a natural vector generalization with a real positive semidefinite matrix parameter. This new inequality is proved using a perturbation approach via a fundamental relationship between the derivative of mutual information and the minimum mean-square error (MMSE) estimate in linear vector Gaussian channels. As an application, a new extremal entropy inequality is derived from the generalized Costa EPI and then used to establish the secrecy capacity regions of the degraded vector Gaussian broadcast channel with layered confidential messages.
Ruoheng Liu, Tie Liu 0002, H. Vincent Poor, Shlomo Shamai
ISIT1
2009 MIMO Gaussian broadcast channels with confidential messages
abstract
This paper considers the problem of secret communication over a two-receiver multiple-input multiple-output (MIMO) Gaussian broadcast channel. The transmitter has two independent messages, each of which is intended for one of the receivers but needs to be kept asymptotically perfectly secret from the other. It is shown that, surprisingly, under a matrix power constraint both messages can be simultaneously transmitted at their respective maximal secrecy rates. To prove this result, the MIMO Gaussian wiretap channel is revisited and a new characterization of its secrecy capacity is provided via a new coding scheme that uses artificial noise (a prefix channel) and random binning.
Ruoheng Liu, Tie Liu 0002, H. Vincent Poor, Shlomo Shamai
ISIT1
2009 Secret-key sharing based on layered broadcast coding over fading channels
abstract
A secret-key sharing strategy based on layered broadcast coding is introduced for slow fading channels. In the model considered, Alice wants to share a key with Bob while keeping the key secret from a passive eavesdropper, Eve. Both Alice-Bob and Alice-Eve channels are assumed to undergo slow fading, and perfect channel state information (CSI) is assumed to be known only at the receivers during the transmission. Layered coding facilitates adapting the reliably decoded rate at Bob to the actual channel state without CSI available at Alice. The index of a reliably decoded layer is sent back to Alice via a public and error-free channel, which is exploited by Alice and Bob to generate the secret key. In this paper, the secrecy key rate is derived. In addition, the optimal power distribution over coded layers is characterized. It is shown that layered coding can increase the secrecy key rate significantly compared with single-level coding.
Xiaojun Tang 0001, H. Vincent Poor, Ruoheng Liu, Predrag Spasojevic
ISIT3
2009 Secrecy Capacity Region of a Multiple-Antenna Gaussian Broadcast Channel With Confidential Messages
abstract
Wireless communication is particularly susceptible to eavesdropping due to its broadcast nature. Security and privacy systems have become critical for wireless providers and enterprise networks. This paper considers the problem of secret communication over the Gaussian broadcast channel, where a multiple-antenna transmitter wishes to send independent confidential messages to two users with information-theoretic secrecy. That is, each user would like to obtain its own confidential message in a reliable and safe manner. This communication model is referred to as the multiple-antenna Gaussian broadcast channel with confidential messages (MGBC-CM). Under this communication scenario, a secret dirty-paper coding scheme and the corresponding achievable secrecy rate region are first developed based on Gaussian codebooks. Next, a computable Sato-type outer bound on the secrecy capacity region is provided for the MGBC-CM. Furthermore, the Sato-type outer bound proves to be consistent with the boundary of the secret dirty-paper coding achievable rate region, and hence, the secrecy capacity region of the MGBC-CM is established. Finally, two numerical examples demonstrate that both users can achieve positive rates simultaneously under the information-theoretic secrecy requirement.
Ruoheng Liu, H. Vincent Poor
IEEE Trans. Inf. Theory1
2009 On the Throughput of Secure Hybrid-ARQ Protocols for Gaussian Block-Fading Channels
abstract
The focus of this paper is an information-theoretic study of retransmission protocols for reliable packet communication under a secrecy constraint. Thehybridautomaticretransmission request (HARQ) protocol is revisited for a block-fading wiretap channel. Here, two legitimate users communicate over a block-fading channel in the presence of a passive eavesdropper who intercepts the transmissions through an independent block-fading channel. In this model, the transmitter obtains a 1-bit ACK/NACK feedback from the legitimate receiver via an error-freepublicchannel. Both reliability and confidentiality of secure HARQ protocols are studied through the joint consideration of channel coding, secrecy coding, and retransmission protocols. In particular, the error and secrecy performance ofrepetition time diversity(RTD) andincremental redundancy(INR) protocols are investigated based on Wyner code sequences. These protocols ensure that the confidential message is decoded successfully by the legitimate receiver and is kept completely secret from the eavesdropper for a set of channel realizations. This paper illustrates that there exists a rate-compatible Wyner code family which ensures a secure INR protocol. Further, it defines theconnection outageandsecrecy outageprobabilities to characterize the tradeoff between the reliability of the legitimate communication link and the confidentiality with respect to the eavesdropper's link. For a given connection/secrecy outage probability pair, an achievable throughput of secure HARQ protocols is derived for block-fading channels. Finally, both asymptotic analysis and numerical calculations demonstrate the benefits of HARQ protocols to throughput and secrecy.
Xiaojun Tang 0001, Ruoheng Liu, Predrag Spasojevic, H. Vincent Poor
IEEE Trans. Inf. Theory2
2008 Multi-antenna Gaussian broadcast channels with confidential messages
abstract
In wireless data networks, communication is particularly susceptible to eavesdropping due to its broadcast nature. Security and privacy systems have become critical for wireless providers and enterprise networks. This paper considers the problem of secret communication over a Gaussian broadcast channel, where a multi-antenna transmitter sends independent confidential messages to two users with information-theoretic secrecy. That is, each user would like to obtain its own confidential message in a reliable and safe manner. This communication model is referred to as the multi-antenna Gaussian broadcast channel with confidential messages (MGBC-CM). Under this communication scenario, a secret dirty-paper coding scheme and the corresponding achievable secrecy rate region are first developed based on Gaussian codebooks. Next, a computable Sato-type outer bound on the secrecy capacity region is provided for the MGBC-CM. Furthermore, the Sato-type outer bound proves to be consistent with the boundary of the secret dirty-paper coding achievable rate region, and hence, the secrecy capacity region of the MGBC-CM is established. Finally, a numerical example demonstrates that both users can achieve positive rates simultaneously under the information-theoretic secrecy requirement.
Ruoheng Liu, H. Vincent Poor
ISIT1
2008 The Gaussian wiretap channel with a helping interferer
abstract
Due to the broadcast nature of the wireless medium, wireless communication is susceptible to adversarial eavesdropping. This paper describes how eavesdropping can potentially be defeated by exploiting the superposition nature of the wireless medium. A Gaussian wire-tap channel with a helping interferer (WTC-HI) is considered in which a transmitter sends confidential messages to its intended receiver in the presence of a passive eavesdropper and with the help of an interferer. The interferer, which does not know the confidential message assists the confidential message transmission by sending a signal that is independent of the transmitted message. An achievable secrecy rate and a Sato-type upper bound on the secrecy capacity are given for the Gaussian WTC-HI. Through numerical analysis, it is found that the upper bound is close to the achievable secrecy rate when the interference is weak for symmetric interference channels, and under more general conditions for asymmetric Gaussian interference channels.
Xiaojun Tang 0001, Ruoheng Liu, Predrag Spasojevic, H. Vincent Poor
ISIT2
2008 Interference-assisted secret communication
abstract
Wireless communication is susceptible to adversarial eavesdropping due to the broadcast nature of the wireless medium. In this paper it is shown how eavesdropping can be alleviated by exploiting the superposition property of the wireless medium. A wiretap channel with a helping interferer (WT-HI), in which a transmitter sends a confidential message to its intended receiver in the presence of a passive eavesdropper, and with the help of an independent interferer, is considered. The interferer, which does not know the confidential message, helps in ensuring the secrecy of the message by sending independent signals. An achievable secrecy rate for the WT-HI is given. The results show that interference can be exploited to assist secrecy in wireless communications. An important example of the Gaussian case, in which the interferer has a better channel to the intended receiver than to the eavesdropper, is considered. In this situation, the interferer can send a (random) codeword at a rate that ensures that it can be decoded and subtracted from the received signal by the intended receiver but cannot be decoded by the eavesdropper. Hence, only the eavesdropper is interfered with and the secrecy level of the confidential message is increased.
Xiaojun Tang 0001, Ruoheng Liu, Predrag Spasojevic, H. Vincent Poor
ITW2
2008 Nested codes for secure transmission
abstract
This paper investigates the problem of ensuring secure communication through error-correcting coding methods. A practical structured secure coding design is considered for a general wiretap channel, in which the main channel and the eavesdropper channel are binary-input symmetric-output memoryless (BISOM) channels. The proposed secure error-correcting code has a nested code structure. The nesting is based on cosets of a capacity-achieving sequence for binary erasure channels (BECs). The corresponding achievable secrecy rate is derived based on an erasure decomposition for the eavesdropper channel and an Bhattacharyya-equivalent channel construction for the main channel. Those two techniques allow a “degraded” erasure wiretap channel to be built and, hence, significantly simplify the practical coding design for secure transmission.
Ruoheng Liu, H. Vincent Poor, Predrag Spasojevic, Yingbin Liang
PIMRC1
2008 Discrete Memoryless Interference and Broadcast Channels With Confidential Messages: Secrecy Rate Regions
abstract
We studyinformation-theoretic securityfor discrete memorylessinterferenceandbroadcastchannels with independent confidential messages sent to two receivers. Confidential messages are transmitted to their respective receivers while ensuring mutual information-theoretic secrecy. That is, each receiver is kept in total ignorance with respect to the message intended for the other receiver. The secrecy level is measured by the equivocation rate at the eavesdropping receiver. In this paper, we present inner and outer bounds on secrecy capacity regions for these two communication systems. The derived outer bounds have an identical mutual information expression that applies to both channel models. The difference is in the input distributions over which the expression is optimized. The inner bound rate regions are achieved byrandom binningtechniques. For the broadcast channel, adouble-binningcoding scheme allows for both joint encoding and preserving of confidentiality. Furthermore, we show that, for a special case of the interference channel, referred to as theswitchchannel, derived bounds meet. Finally, we describe several transmission schemes for Gaussian interference channels and derive their achievable rate regions while ensuring mutual information-theoretic secrecy. An encoding scheme in which transmitters dedicate some of their power to createartificial noiseis proposed and shown to outperform both time-sharing and simple multiplexed transmission of the confidential messages.
Ruoheng Liu, Ivana Maric, Predrag Spasojevic, Roy D. Yates
IEEE Trans. Inf. Theory1
2008 Incremental Redundancy Cooperative Coding for Wireless Networks: Cooperative Diversity, Coding, and Transmission Energy Gains
abstract
We study anincremental redundancy(IR) cooperative coding scheme for wireless networks. To exploit the distributed spatial diversity we propose a cluster-based collaborating strategy for a quasi-static Rayleigh-fading channel model. Our scheme allows for enhancing the reliability performance of a direct communication over a single hop. The collaborative cluster consists of$M-1$nodes between the sender and the destination. The transmitted message is encoded using a mother code which is partitioned into$M$blocks each assigned to one of$M$transmission slots. In the first slot, the sender broadcasts its information by transmitting the first block, and its helpers attempt to decode this message. In the remaining slots, each of the next$M-1$blocks is sent either through a helper which has successfully decoded the message or directly by the sender where a dynamic schedule is based on the ACK-based feedback from the cluster. By employing powerfulgood codesincluding turbo, low-density parity-check (LDPC), and repeat–accumulate (RA) codes, our approach illustrates the benefit of collaboration through not only a cooperation diversity gain but also a coding advantage. The basis of our error rate performance analysis is based on a derived code threshold for the Bhattacharyya distance which describes the behavior of good codes. The new simple code threshold is based on the modified Shulman–Feder bound and the relationship between the Bhattacharyya parameter and the channel capacity for an arbitrary binary-input symmetric-output memoryless channel. An average frame-error rate (FER) upper bound and its asymptotic (in signal-to-noise ratio (SNR)) version are derived as a function of the average fading channel SNRs and the code threshold. Based on the asymptotic bound, we investigate both the diversity, the coding, and the transmission energy gain in the high and moderate SNR regimes for three different scenarios: transmitter clustering, receiver clustering, and cluster hopping. We observe that the energy saving of the IR cooperative coding scheme isuniversalfor all good code families in the sense that the gain does not depend on the sender-to-destination distance and the code threshold.
Ruoheng Liu, Predrag Spasojevic, Emina Soljanin
IEEE Trans. Inf. Theory1
2007 An Achievable Secrecy Throughput of Hybrid-ARQ Protocols for Block Fading Channels
abstract
In applications of wireless packet-oriented data networks, a special coding scheme, the hybrid automatic retransmission request (HARQ) exhibits high throughput efficiency by adapting its error correcting code redundancy to channel conditions. Motivated by the increasing importance of secure communication over wireless networks, we investigate secure packet communication based on HARQ over block-fading (BF) channels. More specifically, we consider two legitimate users communicating over a BF channel in the presence of a passive eavesdropper who intercepts the transmission through another independent BF channel. We assume that the transmitter can obtain a 1-bit ACK/NACK feedback from the receiver via a reliable public channel. Under this setting, we consider incremental redundancy (IR) and repetition time diversity (RTD) HARQ schemes based on rate-compatible Wyner secrecy codes from an information theoretic point of view. We study a good Wyner code sequence, with which the legitimate receiver can decode the message and the eavesdropper can be perfectly confused. For a given pair of reliability/secrecy outage probabilities, we derive an achievable secrecy throughput of HARQ protocols for block-fading channels. Finally, we illustrate numerically that HARQ can benefit both throughput and secrecy.
Xiaojun Tang 0001, Ruoheng Liu, Predrag Spasojevic
ISIT2
2007 Adaptive Transmission with Variable-Rate Turbo Bit-Interleaved Coded Modulation
abstract
We study an adaptive transmission scheme based on variable-rate turbo bit-interleaved coded modulation (VR- Turbo-BICM). The proposed coding scheme employs punctured turbo codes. A continuously varying transmission rate can be obtained by changing the code rate through both puncturing of the coded bits and adapting of the modulation constellation size. The main results are elaborated in two parts. First, we derive a closed-form expression for a set of achievable rate bounds (called rate thresholds) for VR-Turbo-BICM by employing recent results on the parallel channel performance of turbo code ensembles and the BICM parallel channel analysis model. The derived rate threshold is expressed as a fraction of the capacity of BICM with Gray mapping, where this fraction is a turbo code weight spectrum parameter. Simulation results illustrate that introduced rate thresholds predict well the rate versus SNR performance of VR-Turbo-BICM for a wide range of codeword error probabilities and codeword lengths. Next, based on a simplified rate threshold, we derive a power, puncturing rate, and modulation constellation size assignment policy for a slow fading channel.
Ruoheng Liu, Jianghong Luo, Predrag Spasojevic
IEEE Trans. Wirel. Commun.1
2006 The Discrete Memoryless Multiple Access Channel with Confidential Messages
abstract
A multiple-access channel is considered in which messages from one encoder are confidential. Confidential messages are to be transmitted with perfect secrecy, as measured by equivocation at the other encoder. The upper bounds and the achievable rates for this communication situation are determined.
Ruoheng Liu, Ivana Maric, Roy D. Yates, Predrag Spasojevic
ISIT1
2006 Reliable channel regions for good binary codes transmitted over parallel channels
abstract
We study the average error probability performance of binary linear code ensembles when each codeword is divided into J subcodewords with each being transmitted over one of J parallel channels. This model is widely accepted for a number of important practical channels and signaling schemes including block-fading channels, incremental redundancy retransmission schemes, and multicarrier communication techniques for frequency-selective channels. Our focus is on ensembles of good codes whose performance in a single channel model is characterized by a threshold behavior, e.g., turbo and low-density parity-check (LDPC) codes. For a given good code ensemble, we investigate reliable channel regions which ensure reliable communications over parallel channels under maximum-likelihood (ML) decoding. To construct reliable regions, we study a modifed 1961 Gallager bound for parallel channels. By allowing codeword bits to be randomly assigned to each component channel, the average parallel-channel Gallager bound is simplified to be a function of code weight enumerators and channel assignment rates. Special cases of this bound, average union-Bhattacharyya (UB), Shulman-Feder (SF), simplified-sphere (SS), and modified Shulman-Feder (MSF) parallel-channel bounds, allow for describing reliable channel regions using simple functions of channel and code spectrum parameters. Parameters describing the channel are the average parallel-channel Bhattacharyya noise parameter, the average channel mutual information, and parallel Gaussian channel signal-to-noise ratios (SNRs). Code parameters include the union-Bhattacharyya noise threshold and the weight spectrum distance to the random binary code ensemble. Reliable channel regions of repeat-accumulate (RA) codes for parallel binary erasure channels (BECs) and of turbo codes for parallel additive white Gaussian noise (AWGN) channels are numerically computed and compared with simulation results based on iterative decoding. In addition, an examp
Ruoheng Liu, Predrag Spasojevic, Emina Soljanin
IEEE Trans. Inf. Theory1
2005 On the weight spectrum of good linear binary codes
abstract
The weight spectrum of sequences of binary linear codes that achieve arbitrarily small word error probability on a class of noisy channels at a nonzero rate is studied. We refer to such sequences as good codes. The class of good codes includes turbo, low-density parity-check, and repeat-accumulate codes. We show that a sequence of codes is good when transmitted over a memoryless binary-symmetric channel (BSC) or an additive white Gaussian noise (AWGN) channel if and only if the slope of its spectrum is finite everywhere and its minimum Hamming distance goes to infinity with no requirement on its rate growth. The extension of these results to code ensembles in probabilistic terms follows in a direct manner. We also show that the sufficient condition holds for any binary-input memoryless channel.
Ruoheng Liu, Predrag Spasojevic, Emina Soljanin
IEEE Trans. Inf. Theory1
2004 Reliable channel regions for good codes transmitted over parallel channels
abstract
This paper describes a given ensemble of good binary codes and a codeword-symbol with channel assignment rule and error probability performance. The reliable channel regions based on the parallel-channel Gallager bound achieves all functions of the code weight enumerators, parallel-channel transition probabilities, and the channel assignment rates. The channel model consists of parallel binary-input symmetric-output (BISO) discrete memoryless channels. The uniform codeword partition and decoded iteratively of a reliable channel regions for good codes transmitted over parallel channels is studied.
Ruoheng Liu, Predrag Spasojevic, Emina Soljanin
ISIT1
2004 Variable-rate turbo bit-interleaved coded modulation
abstract
This paper studies the performance of variable-rate turbo bit-interleaved coded modulation (Turbo-BICM) with random puncturing. A union-Bhattacharyya rate threshold for the variable-rate Turbo-BICM is derived. A closed form approximation of this rate threshold is determined for an AWGN channel and shown to predict the Turbo-BICM iterative decoding performance very well.
Jianghong Luo, Ruoheng Liu, Predrag Spasojevic
ISIT2
2004 Incremental multi-hop based on "good" punctured codes and its reliable hop rate
abstract
In multi-hop networks, messages are traditionally relayed over a set of sequential point-to-point communication links. An overheard message is typically discarded since the noisy packet is below the detection threshold. However, an overheard packet still contains useful information about the original message, and its consideration can improve the energy efficiency of a transmission scheme. Hence, we study an incremental redundancy multi-hop transmission scheme which enhances the overheard information hop-by-hop. The j-th sequential node combines the previously (over)heard hop transmissions which together form a codeword of a "good" code of rate sufficient for reliable decoding. The analysis of punctured codes whose symbols are distributed over a number of hops is based on a random hop assignment technique. This technique allows for a performance threshold behavior description as a function of the hop rates and a derivation of the asymptotic (as the number of relays goes to infinity) reliable hop rate threshold as a function of channel and mother code parameters. The significant energy savings of the cooperative transmission relative to schemes that discard overheard packets are a function of only the channel parameters.
Ruoheng Liu, Predrag Spasojevic, Emina Soljanin
WCNC1
2003 Punctured turbo code ensembles
abstract
We analyze the asymptotic performance of punctured turbo codes. The analysis is based on the union bound on the word error probability of maximum likelihood decoding for punctured turbo code ensembles averaged over all possible puncturing patterns and interleavers. By using special probabilistic puncturing, we prove that, for a given mother turbo code ensemble, [C], with a finite noise threshold, c/sub 0//sup [C]/, if the asymptotic puncturing turing rate, /spl lambda/, satisfies log /spl lambda/ < -c/sub 0//sup [C]/, there exists a finite noise threshold, c/sub 0//sup [Cp]/, for the punctured turbo code ensemble which is bounded by a function of c/sub 0//sup [C]/ and /spl lambda/. Based on this result, we prove that, on any binary-input memoryless channel whose Bhattacharyya noise distance is greater than c/sub 0//sup [Cp]/, the average ML decoding word error probability of the punctured turbo code ensemble approaches zero at least as fast as n/sup -/spl beta//, where /spl beta/ is the well known "interleaver gain" exponent. This enables us to answer an important question in the practice of HARQ (hybrid ARQ) schemes, namely, up to which puncturing rate "good" turbo codes give rise to "good" punctured codes.
Ruoheng Liu, Predrag Spasojevic, Emina Soljanin
ITW1