Jiajia Guo 0003

dblp:163/8752-3 · DBLP profile ↗
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10ranked-venue papers
6as first author
0since 2021 · last 2019
0000-0002-3275-3539ORCID · verified

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

Computer networks · 8 · 5 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.

Computer networks
3 papers
Physical-layer communications · 52% Cellular and mobile networks · 20% Network optimization and economics · 17%

Topics — the 14 heaviest of 14, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Network optimization and economics
resource allocation
0.722019
Multi-Beam NOMA for Hybrid mmWave Systems · IEEE Trans. Commun. 2019
Enhancing Cellular Performance Through Device-to-Device Distributed MIMO · IEEE Trans. Commun. 2018
Physical-layer communications › beamforming
hybrid beamforming
0.412019
Multi-Beam NOMA for Hybrid mmWave Systems · IEEE Trans. Commun. 2019
Cellular and mobile networks
millimeter-wave communication
0.412019
Multi-Beam NOMA for Hybrid mmWave Systems · IEEE Trans. Commun. 2019
Physical-layer communications
multiple access
0.412019
Multi-Beam NOMA for Hybrid mmWave Systems · IEEE Trans. Commun. 2019
Physical-layer communications › multiple access
non-orthogonal multiple access
0.412019
Multi-Beam NOMA for Hybrid mmWave Systems · IEEE Trans. Commun. 2019
Physical-layer communications
power allocation
0.412019
Multi-Beam NOMA for Hybrid mmWave Systems · IEEE Trans. Commun. 2019
Cellular and mobile networks
device-to-device communication
0.312018
Enhancing Cellular Performance Through Device-to-Device Distributed MIMO · IEEE Trans. Commun. 2018
Physical-layer communications
MIMO
0.212015
Linear Vector Physical-Layer Network Coding for MIMO Two-Way Relay Channels: Design and Performance Analysis · IEEE Trans. Commun. 2015
Internet architecture and protocols
network coding
0.212015
Linear Vector Physical-Layer Network Coding for MIMO Two-Way Relay Channels: Design and Performance Analysis · IEEE Trans. Commun. 2015
Internet architecture and protocols › network coding
physical-layer network coding
0.212015
Linear Vector Physical-Layer Network Coding for MIMO Two-Way Relay Channels: Design and Performance Analysis · IEEE Trans. Commun. 2015
Physical-layer communications › relaying › relay channel
two-way relay channel
0.212015
Linear Vector Physical-Layer Network Coding for MIMO Two-Way Relay Channels: Design and Performance Analysis · IEEE Trans. Commun. 2015
Cellular and mobile networks › multiuser scheduling
user grouping
0.112019
Multi-Beam NOMA for Hybrid mmWave Systems · IEEE Trans. Commun. 2019
Physical-layer communications › MIMO
millimeter wave MIMO
0.112018
Enhancing Cellular Performance Through Device-to-Device Distributed MIMO · IEEE Trans. Commun. 2018
Physical-layer communications
error probability analysis
0.112015
Linear Vector Physical-Layer Network Coding for MIMO Two-Way Relay Channels: Design and Performance Analysis · IEEE Trans. Commun. 2015

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

zero-forcing precoding · 0.4coalition formation game theory · 0.4beam splitting · 0.4convex optimization · 0.3closed-form resource allocation · 0.3typical error event analysis · 0.2linear vector network coding · 0.2
YearPublicationVenuePosition
2019 A Distributed Multi-RF Chain Hybrid mmWave Scheme for Small-Cell Systems
abstract
This paper proposes a distributed hybrid millimeter wave (mmWave) scheme to exploit the structure of a Densely Deployed Distributed (DDD) small-cell-base-stations (SBSs) system for serving multiple users in a geographic area. Both the SBSs and the users are equipped with full access hybrid architectures with multi-antenna arrays and multiple radio frequency chains. Unlike the conventional cellular networks where users receive data streams from their nearest BSs, the users in our proposed scheme simultaneously receive data streams from different SBSs. With appropriate design of analog beamformers, co-channel multi-data-stream interference can be mitigated and the extra spatial degrees of freedom induced by the geographic distributed SBSs are exploited for data multiplexing. Analytical and simulation results show that the proposed scheme can improve the system sum-rate considerably, especially when the number of scattering components in millimeter wave channels is limited.
Lou Zhao, Jiajia Guo 0003, Zhiqiang Wei 0001, Derrick Wing Kwan Ng, Jinhong Yuan
ICC2
2019 Multi-Beam NOMA for Hybrid mmWave Systems
abstract
In this paper, we propose a multi-beam non-orthogonal multiple access (NOMA) scheme for hybrid millimeter wave (mmWave) systems and study its resource allocation. A beam splitting technique is designed to generate multiple analog beams to serve multiple NOMA users on each radio frequency chain. In contrast to the recently proposed single-beam mmWave-NOMA scheme which can only serve multiple NOMA users within the same analog beam, the proposed scheme can perform NOMA transmission for the users with an arbitrary angle-of-departure distribution. This provides a higher flexibility for applying NOMA in mmWave communications and thus can efficiently exploit the potential multi-user diversity. Then, we design a suboptimal two-stage resource allocation for maximizing the system sum-rate. In the first stage, assuming that only analog beamforming is available, a user grouping and antenna allocation algorithm is proposed to maximize the conditional system sum-rate based on the coalition formation game theory. In the second stage, with the zero-forcing digital precoder, a suboptimal solution is devised to solve a non-convex power allocation optimization problem for the maximization of the system sum-rate which takes into account the quality of service constraints. Simulation results show that our designed resource allocation can achieve a close-to-optimal performance in each stage. In addition, we demonstrate that the proposed multi-beam mmWave-NOMA scheme offers a substantial spectral efficiency improvement compared to that of the single-beam mmWave-NOMA and the mmWave orthogonal multiple access schemes.
Zhiqiang Wei 0001, Lou Zhao, Jiajia Guo 0003, Derrick Wing Kwan Ng, Jinhong Yuan
IEEE Trans. Commun.3
2018 A Multi-Beam NOMA Framework for Hybrid mmWave Systems
abstract
In this paper, we propose a multi-beam non- orthogonal multiple access (NOMA) framework for hybrid millimeter wave (mmWave) systems. The proposed framework enables the use of a limited number of radio frequency (RF) chains in hybrid mmWave systems to accommodate multiple users with various angles of departures (AODs). A beam splitting technique is introduced to generate multiple analog beams to facilitate NOMA transmission. We analyze the performance of a system when there are sufficient numbers of antennas driven by a single RF chain at each transceiver. Furthermore, we derive the sufficient and necessary conditions of antenna allocation, which guarantees that the proposed multi-beam NOMA scheme outperforms the conventional time division multiple access (TDMA) scheme in terms of system sum-rate. The numerical results confirm the accuracy of the developed analysis and unveil the performance gain achieved by the proposed multi- beam NOMA scheme over the single-beam NOMA scheme.
Zhiqiang Wei 0001, Lou Zhao, Jiajia Guo 0003, Derrick Wing Kwan Ng, Jinhong Yuan
ICC3
2018 Enhancing Cellular Performance Through Device-to-Device Distributed MIMO
abstract
The integration of local device-to-device (D2D) communications and cellular connections has been intensively studied to satisfy co-existing D2D and cellular communication demand. In future cellular networks, there will be numerous standby users possessing D2D communication capabilities in close proximity to each other. Considering that these standby users do not necessarily request D2D communications all the time, in this paper we propose a hybrid D2D-cellular scheme to make use of these standby users and to improve the rate performance for cellular users. More specifically, through D2D links, a virtual antenna array can be formed by sharing antennas across different terminals to realize the diversity gain of MIMO channels. This paper considers the use of millimeter wave links to enable high data rate D2D communications. We then design an orthogonal D2D multiple access protocol and formulate the optimization problem of joint cellular and D2D resource allocation for downlink transmissions using the proposed scheme. We obtain a closed-form solution for D2D resource allocation, which reveals useful insights for practical system design. Numerical results from extensive system-level simulations demonstrate that the rate performance of cellular users is significantly improved.
Jiajia Guo 0003, Wei Yu 0001, Jinhong Yuan
IEEE Trans. Commun.1
2018 An Achievable Throughput Scaling Law of Wireless Device-to-Device Caching Networks With Distributed MIMO and Hierarchical Cooperations
abstract
In this paper, we propose a new caching scheme for a random wireless device-to-device (D2D) network of$n$nodes with local caches, where each node intends to download files from a prefixed library via D2D links. Our proposed caching delivery includes two stages, employing distributed MIMO and hierarchical cooperations, respectively. The distributed MIMO is applied to the first stage between source nodes and neighbors of the destination node. The induced multiplexing gain and diversity gain increase the number of simultaneous transmissions, improving the throughput of the network. The hierarchical cooperations are applied to the second stage to facilitate the transmissions between the destination node and its neighbors. The two stages together exploit spatial degrees of freedom as well as spatial reuse. We develop an uncoded random caching placement strategy to serve this cooperative caching delivery. Analytical results show that the average aggregate throughput of the network scales almost linearly with$n$, with a vanishing outage probability. Furthermore, we derive an explicit expression of the optimal throughput as a function of system parameters, such as pathloss factor under a target outage probability. Analytical and numerical results demonstrate that our proposed scheme outperforms existing ones when the local cache size is limited.
Jiajia Guo 0003, Jinhong Yuan, Jian (Andrew) Zhang
IEEE Trans. Wirel. Commun.1
2017 Wireless Device-to-Device Caching Networks with Distributed MIMO and Hierarchical Cooperations
abstract
In this paper, we propose a new caching scheme for a random wireless device-to-device (D2D) network of n nodes with local caches, where each node intends to download files from a prefixed library via D2D links. Our proposed caching delivery includes two stages, employing distributed MIMO and hierarchical cooperations respectively. The distributed MIMO is applied to the first stage between source nodes and neighbours of the destination node. The induced multiplexing gain and diversity gain increase the number of simultaneous transmissions, improving the throughput of the network. The hierarchical cooperations are applied to the second stage to facilitate the transmissions between the destination node and its neighbours. The two stages together exploit spatial degrees of freedom as well as spatial reuse. We develop an uncoded random caching placement strategy to serve this cooperative caching delivery. Analytical results show that the average aggregate throughput of the network scales almost linearly with n, with a vanishing outage probability.
Jiajia Guo 0003, Jinhong Yuan, Jian (Andrew) Zhang
GLOBECOM1
2017 Fairness Comparison of Uplink NOMA and OMA
abstract
In this paper, we compare the resource allocation fairness of uplink communications between non-orthogonal multiple access (NOMA) schemes and orthogonal multiple access (OMA) schemes. Through characterizing the contribution of the individual user data rate to the system sum rate, we analyze the fundamental reasons that NOMA offers a more fair resource allocation than that of OMA in asymmetric channels. Furthermore, a fairness indicator metric based on Jain's index is proposed to measure the asymmetry of multiuser channels. More importantly, the proposed metric provides a selection criterion for choosing between NOMA and OMA for fair resource allocation. Based on this discussion, we propose a hybrid NOMA-OMA scheme to further enhance the users fairness. Simulation results confirm the accuracy of the proposed metric and demonstrate the fairness enhancement of the proposed hybrid NOMA-OMA scheme compared to the conventional OMA and NOMA schemes.
Zhiqiang Wei 0001, Jiajia Guo 0003, Derrick Wing Kwan Ng, Jinhong Yuan
VTC Spring2
2016 Linear Physical-Layer Network Coding for the Fading Y-Channel without Transmitter Channel State Information
abstract
In this paper, we propose a new linear physical- layer network coding (NC) scheme for the fading Y- channel, assuming that the channel state information (CSI) is not available at transmitters. In this scheme, each user transmits one message to a relay and intends to obtain both other two users' messages. Based on the receiver- side CSI, the relay determines two NC generator vectors for linear network coding, and reconstructs the associated two linear NC codewords. For the case when there is one time- slot in the uplink phase, we present an explicit solution for the generator vectors that minimizes the error probability at a high SNR, and a lower bound of the error performance of the proposed scheme using our optimized generator vectors. Extending to multiple time-slots in the uplink, two typical scenarios are discussed. Numerical results show that the proposed scheme significantly outperforms existing schemes, and match well with our analytical results.
Jiajia Guo 0003, Tao Yang 0004, Jinhong Yuan, Jian (Andrew) Zhang
VTC Fall1
2015 Design of linear physical-layer network coding for MIMO two-way relay channels without transmitter CSI
abstract
In this paper, we propose a new linear physical-layer network coding scheme for spatial-multiplexing MIMO two-way relay channels (TWRCs), where the transmitters lack the channel state information (CSI). In the uplink, each user transmits independent signal streams from its multiple antennas, and the two users transmit simultaneously. The relay selects a finite-field coefficient matrix based on its receiver CSI. It then jointly computes the associated linear combinations of all messages. In the downlink, the resultant message-combinations are forwarded to the users, which recover their desired messages. We derive an asymptotic expression for the coefficient matrix used by the relay that minimizes the error probability. We show by numerical results that for Rayleigh fading channel, the proposed linear PNC scheme outperforms existing schemes by up to 4.5 dB and that the proposed scheme approaches an interference-free lower bound at a sufficiently high SNR.
Jiajia Guo 0003, Tao Yang 0004, Jinhong Yuan, Jian (Andrew) Zhang
WCNC1
2015 Linear Vector Physical-Layer Network Coding for MIMO Two-Way Relay Channels: Design and Performance Analysis
abstract
In this paper, we propose a new linear vector physical-layer network coding (NC) scheme for spatial multiplexing multiple-input multiple-output (MIMO) two-way relay channel (TWRC) where the channel state information (CSI) is not available at the transmitters. In this scheme, each user transmits M independent quadrature amplitude modulation signal streams respectively from its M antennas to the relay. Based on the receiver-side CSI, the relay determines a NC generator matrix for linear vector network coding, and reconstructs the associated M linear combinations of all messages. We present an explicit solution for the generator matrix that minimizes the error probability at a high SNR, as well as an efficient algorithm to find the optimized solution. We propose a novel typical error event analysis that exploits a new characterization of the deep fade events for the TWRC. We derive a new closed-form expression for the average error probability of the proposed scheme over a Rayleigh fading MIMO TWRC. Our analysis shows that the proposed scheme achieves the optimal error rate performance at a high SNR. Numerical results show that the proposed scheme significantly outperforms existing schemes, and match well with our analytical results.
Jiajia Guo 0003, Tao Yang 0004, Jinhong Yuan, Jian (Andrew) Zhang
IEEE Trans. Commun.1