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Melissa Duarte

dblp:09/7661 · DBLP profile ↗
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11ranked-venue papers
5as first author
0since 2021 · last 2020
—ORCID · none

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

Computer networks · 8 · 5 first-authorGraphics, computer vision, multimedia, augmented reality and games · 1Theory of computation · 1

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.

Computer networks
1 paper
Physical-layer communications · 61% Routing and switching · 30% Wireless networking · 9%
Network and information security
1 paper
Cryptographic protocols and secure computation · 67% Network security · 33%
Theoretical computer science
1 paper
Information theory · 100%

Topics — the 7 heaviest of 8, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Physical-layer communications › relaying
cooperative relaying
0.212014
QUILT: A Decode/Quantize-Interleave-Transmit approach to cooperative relaying · INFOCOM 2014
Routing and switching › packet forwarding › forwarding protocol
decode-and-forward relaying
0.212014
QUILT: A Decode/Quantize-Interleave-Transmit approach to cooperative relaying · INFOCOM 2014
Cryptographic protocols and secure computation
key exchange
0.212013
Creating secrets out of erasures · MobiCom 2013
Network security › wireless network security
physical layer security
0.212013
Creating secrets out of erasures · MobiCom 2013
Cryptographic protocols and secure computation › key exchange
secret key generation
0.212013
Creating secrets out of erasures · MobiCom 2013
Wireless networking
software radio
0.112014
QUILT: A Decode/Quantize-Interleave-Transmit approach to cooperative relaying · INFOCOM 2014
Information theory › information-theoretic security
wiretap channel
0.012013
Creating secrets out of erasures · MobiCom 2013

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

network coding · 0.3beamforming · 0.3interleaving · 0.2hybrid decoding · 0.2wiretap codes · 0.2wiretap code · 0.2
YearPublicationVenuePosition
2020 Full Duplex MIMO Digital Beamforming with Reduced Complexity AUXTX Analog Cancellation
abstract
In this paper, we present an analog canceller architecture combined with transmit and receive digital beamforming for reduced complexity Full Duplex (FD) Multiple Input Multiple Output (MIMO) systems. Our proposed analog cancellation architecture comprises of AUXiliary (AUX) Transmitters (TX) and a novel use of DEMUltipleXers (DEMUX) that enables flexible signal routing for the signals at the AUXTX outputs. This signal routing allows a reduction in the number of AUXTX that are required for analog cancellation compared to State of the Art (SotA) architectures. We also present a novel transmit and receive beamforming design that takes into account the constraints imposed by the analog canceller architecture. We provide representative simulation results that demonstrate the superiority of our FD MIMO design compared to SotA approaches.
Melissa Duarte, George C. Alexandropoulos
ICC1
2017 Joint design of multi-tap analog cancellation and digital beamforming for reduced complexity full duplex MIMO systems
abstract
Incorporating full duplex operation in Multiple Input Multiple Output (MIMO) systems provides the potential of boosting throughput performance. However, the hardware complexity of the analog self-interference canceller scales with the number of transmit and receive antennas, thus exploiting the benefits of analog cancellation becomes impractical for full duplex MIMO transceivers. In this paper, we present a novel architecture for the analog canceller comprising of reduced number of taps (tap refers to a line of fixed delay and variable phase shifter and attenuator) and simple multiplexers for efficient signal routing among the transmit and receive radio frequency chains. In contrast to the available analog cancellation architectures, the values for each tap and the configuration of the multiplexers are jointly designed with the digital beamforming filters according to certain performance objectives. Focusing on a narrowband flat fading channel model as an example, we present a general optimization framework for the joint design of analog cancellation and digital beamforming. We also detail a particular optimization objective together with its derived solution for the latter architectural components. Representative computer simulation results demonstrate the superiority of the proposed low complexity full duplex MIMO system over lately available ones.
George C. Alexandropoulos, Melissa Duarte
ICC2
2016 Inter-user interference coordination in full-duplex systems based on geographical context information
abstract
We propose a coordination scheme to minimize the interference between users in a cellular network with full-duplex base stations and half-duplex user devices. Our scheme exploits signal attenuation from obstacles between the users by (i) extracting spatially isolated regions from a radio map and (ii) assigning simultaneous co-channel uplink and downlink transmissions to users in these regions such that inter-user interference is minimized. While adding low computational complexity and insignificant signaling overhead to existing deployments, evaluating our solution with real coverage data shows impressive gains compared to conventional half-duplex and full-duplex operation.
Melissa Duarte, Afef Feki, Stefan Valentin
ICC1
2016 Exploiting Geographical Context in D2D Communications
abstract
In this paper, we present a framework for including geographical context information within the process of relay selection, where both the relay and destination can be user equipment (UE) hence enabling relaying via device-to-device (D2D) communication. Geographical information, acquired through positioning systems and radio maps, are used to infer pathloss, link budgets and relay generated interference. Thus, this information becomes available at the core network without the aid of extra signaling and channel sounding. Tools from image processing can be exploited to analyze the radio map and determine so called isolated regions. Then, these regions are used by the proposed framework to effectively select the relay. Three different relay selection policies that exploit geographical context via the knowledge of the spatial isolated regions are introduced. Each of these policies is analyzed via simulation and performance is compared with respect to baseline schemes. The pertinence of adopting geographical information is confirmed by the gain in terms of useful power and reduced interference level generated.
Afef Feki, Melissa Duarte, Stefan Valentin, Luca Rose
VTC Fall2
2014 QUILT: A Decode/Quantize-Interleave-Transmit approach to cooperative relaying
abstract
Physical layer cooperation of a source with a relay can significantly boost the performance of a wireless connection. However, the best practical relaying scheme can vary depending on the relative strengths of the channels that connect the source, relay and destination. This paper proposes and evaluates QUILT, a system for physical-layer relaying that seamlessly adapts to the underlying network configuration to achieve competitive or better performance as compared to the best current approaches. QUILT combines on-demand, opportunistic use of Decode-Forward (DF) or Quantize-Map-Forward (QMF) followed by interleaving at the relay, with hybrid decoding at the destination that extracts information from received frames even if these are not decodable. We theoretically quantify how our design choices for QUILT affect the system performance. We also deploy QUILT on the WarpLab software radio platform, and show through over-the-air experiments up to 5 times FER improvement over the next best cooperative protocol.
Siddhartha Brahma, Melissa Duarte, Ayan Sengupta, I-Hsiang Wang, Christina Fragouli, Suhas N. Diggavi
INFOCOM2
2013 Creating secrets out of erasures
abstract
Current security systems often rely on the adversary's computational limitations. Wireless networks offer the opportunity for a different, complementary kind of security, which relies on the adversary's limited network presence (i.e., that the adversary cannot be located at many different points in the network at the same time). We present a system that leverages this opportunity to enable n wireless nodes to create a shared secret S, in a way that an eavesdropper, Eve, obtains very little information on S. Our system consists of two steps: (1) The nodes transmit packets following a special pattern, such that Eve learns very little about a given fraction of the transmitted packets. This is achieved through a combination of beam forming (from many different sources) and wiretap codes. (2) The nodes participate in a protocol that reshuffles the information known to each node, such that the nodes end up sharing a secret that Eve knows very little about. Our protocol is easily implementable in existing wireless devices and scales well with the number of nodes; these properties are achieved through a combination of public feedback, broadcasting, and network coding. We evaluate our system through a 5-node testbed. We demonstrate that a group of wireless nodes can generate thousands of new shared secret bits per second, with their secrecy being independent of the adversary's computational capabilities.
Katerina J. Argyraki, Suhas N. Diggavi, Melissa Duarte, Christina Fragouli, Marios Gatzianas, Panagiotis Kostopoulos
MobiCom3
2013 Quantize-map-forward (QMF) relaying: an experimental study
abstract
We present the design and experimental evaluation of a wireless system that exploits relaying in the context of WiFi. We opt for WiFi given its popularity and wide spread use for a number of applications, such as smart homes. Our testbed consists of three nodes, a source, a relay and a destination, that operate using the physical layer procedures of IEEE802.11. We deploy three main competing strategies that have been proposed for relaying, Decode-and-Forward (DF), Amplify-and-Forward (AF) and Quantize-Map-Forward (QMF). QMF is the most recently introduced of the three, and although it was shown in theory to approximately achieve the capacity of arbitrary wireless networks, its performance in practice had not been evaluated. We present in this work experimental results---to the best of our knowledge, the first ones---that compare QMF, AF and DF in a realistic indoor setting. We find that QMF is a competitive scheme to the other two, offering in some cases up to 12% throughput benefits and up to 60% improvement in frame error-rates over the next best scheme.
Melissa Duarte, Ayan Sengupta, Siddhartha Brahma, Christina Fragouli, Suhas N. Diggavi
MobiHoc1
2012 Full- or half-duplex? A capacity analysis with bounded radio resources
abstract
Full duplex communication requires nodes to cancel their own signal which appears as an interference at their receive antennas. Recent work has experimentally demonstrated the feasibility of full duplex communications using software radios. In this paper, we address capacity comparisons when the total amount of analog radio hardware is bounded. Under this constraint, it is not immediately clear if one should use these radios to perform full-duplex self-interference cancellation or use the radios to give additional MIMO multiplexing advantage. We find that repurposing radios for cancellation, instead of using all of them for half-duplex over-the-air transmission, can be beneficial since the resulting full-duplex system performs better in some practical SNR regimes and almost always outperforms half duplex in symmetric degrees-of-freedom (large SNR regime).
Vaneet Aggarwal, Melissa Duarte, Ashutosh Sabharwal, N. K. Shankaranarayanan
ITW2
2012 Experiment-Driven Characterization of Full-Duplex Wireless Systems
abstract
We present an experiment-based characterization of passive suppression and active self-interference cancellation mechanisms in full-duplex wireless communication systems. In particular, we consider passive suppression due to antenna separation at the same node, and active cancellation in analog and/or digital domain. First, we show that the average amount of cancellation increases for active cancellation techniques as the received self-interference power increases. Our characterization of the average cancellation as a function of the self-interference power allows us to show that for a constant signal-to-interference ratio at the receiver antenna (before any active cancellation is applied), the rate of a full-duplex link increases as the self-interference power increases. Second, we show that applying digital cancellation after analog cancellation can sometimes increase the self-interference, and thus digital cancellation is more effective when applied selectively based on measured suppression values. Third, we complete our study of the impact of self-interference cancellation mechanisms by characterizing the probability distribution of the self-interference channel before and after cancellation.
Melissa Duarte, Chris Dick, Ashutosh Sabharwal
IEEE Trans. Wirel. Commun.1
2010 Physical layer algorithm and hardware verification of MIMO relays using cooperative partial detection
abstract
Cooperative communication with multi-antenna relays can significantly increase the reliability and speed. However, cooperative MIMO detection would impose considerable complexity overhead onto the relay if a full detect-and-forward (FDF) strategy is employed. In order to address this challenge, we propose a novel cooperative partial detection (CPD) strategy to partition the detection task between the relay and the destination. CPD utilizes the inherent structure of the tree-based sphere detectors, and modifies the tree traversal so that instead of visiting all the levels of the tree, only a subset of the levels, thus a subset of the transmitted streams, are visited. Based on this methodology, the destination combines the source signal and the partial relay signal to perform the detection step. We show, in both simulation and hardware verification on the WARP platform, that using the CPD approach, the relay can avoid the considerable overhead of MIMO detection while helping the source-destination link to improve its performance.
Kiarash Amiri, Michael Wu 0001, Melissa Duarte, Joseph R. Cavallaro
ICASSP3
2010 Beamforming in MISO Systems: Empirical Results and EVM-Based Analysis
abstract
We show that efficient implementation of codebook-based beamforming Multiple Input Single Output (MISO) systems with good performance is feasible in the presence of channel-induced imperfections (due to imperfect channel estimate and feedback delay) and implementation-induced imperfections (due to real-world radio hardware effects). To present our results, we adopt a mixed approach of analytical, simulation, and experimental evaluation. Our analytical and simulation results take into account channel-induced imperfections but do not take into account implementation-induced imperfections (which are difficult to model in a tractable way). Thus, we complement these results with experimental results that do take into account both channel and implementation-induced imperfections. This mixed approach provides a more complete picture of expected performance. As part of our study we develop a framework for Average Error Vector Magnitude Squared (AEVMS)-based analysis of beamforming MISO systems which facilitates comparison of analytical, simulation, and experimental results on the same scale. In addition, AEVMS allows fair comparison of experimental results obtained from different wireless testbeds. We derive novel expressions for the AEVMS of beamforming MISO systems and show how the AEVMS relates to important system characteristics like the diversity gain, coding gain, and error floor.
Melissa Duarte, Ashutosh Sabharwal, Chris Dick, Raghu Mysore Rao
IEEE Trans. Wirel. Commun.1