Vincent K. N. Lau

  1. Decentralized Delay Optimal Control for Interference Networks with Limited Renewable Energy Storage.

    Authors: Vincent K. N. Lau, Huang Huang
    Subjects: Information Theory
    Abstract

    In this paper, we consider delay minimization for interference networks with
    renewable energy source, where the transmission power of a node comes from both
    the conventional utility power (AC power) and the renewable energy source. We
    assume the transmission power of each node is a function of the local channel
    state, local data queue state and local energy queue state only. In turn, we
    consider two delay optimization formulations, namely the decentralized
    partially observable Markov decision process (DEC-POMDP) and Non-cooperative
    partially observable stochastic game (POSG).

  2. Convergence Analysis of Saddle Point Problems in Time Varying Wireless Systems - Control Theoretical Approach.

    Authors: Vincent K. N. Lau, Junting Chen
    Subjects: Information Theory
    Abstract

    Saddle point problems arise from many wireless applications, and primal-dual
    iterative algorithms are widely applied to find the saddle points. In the
    existing literature, the convergence results of such algorithms are established
    assuming the problem specific parameters remain unchanged during the
    iterations. However, this assumption is unrealistic in time varying wireless
    systems, as explicit message passing is usually involved in the iterations and
    the channel state information (CSI) may change in a time scale comparable to
    the algorithm update period.

  3. Opportunistic Buffered Decode-Wait-and-Forward (OBDWF) Protocol for Mobile Wireless Relay Networks.

    Authors: Vincent K. N. Lau, Huang Huang, Rui Wang
    Subjects: Information Theory
    Abstract

    In this paper, we propose an opportunistic buffered decode-wait-and-forward
    (OBDWF) protocol to exploit both relay buffering and relay mobility to enhance
    the system throughput and the end-to-end packet delay under bursty arrivals. We
    consider a point-to-point communication link assisted by K mobile relays. We
    illustrate that the OBDWF protocol could achieve a better throughput and delay
    performance compared with existing baseline systems such as the conventional
    dynamic decode-and-forward (DDF) and amplified-and-forward (AF) protocol.

  4. Queue-Aware Distributive Resource Control for Delay-Sensitive Two-Hop MIMO Cooperative Systems.

    Authors: Vincent K. N. Lau, Ying Cui, Rui Wang
    Subjects: Learning
    Abstract

    In this paper, we consider a queue-aware distributive resource control
    algorithm for two-hop MIMO cooperative systems. We shall illustrate that relay
    buffering is an effective way to reduce the intrinsic half-duplex penalty in
    cooperative systems. The complex interactions of the queues at the source node
    and the relays are modeled as an average-cost infinite horizon Markov Decision
    Process (MDP). The traditional approach solving this MDP problem involves
    centralized control with huge complexity.

  5. Robust Transceiver Design for K-Pairs Quasi-Static MIMO Interference Channels via Semi-Definite Relaxation.

    Authors: Vincent K. N. Lau, Huang Huang, Eddy Chiu, Tao Wu, Sheng Liu
    Subjects: Information Theory
    Abstract

    In this paper, we propose a robust transceiver design for the K-pair
    quasi-static MIMO interference channel. Each transmitter is equipped with M
    antennas, each receiver is equipped with N antennas, and the k-th transmitter
    sends L_k independent data streams to the desired receiver. In the literature,
    there exist a variety of theoretically promising transceiver designs for the
    interference channel such as interference alignment-based schemes, which have
    feasibility and practical limitations.

  6. Rank-Constrained Schur-Convex Optimization with Multiple Trace/Log-Det Constraints.

    Authors: Vincent K. N. Lau, Hao Yu
    Subjects: Information Theory
    Abstract

    Rank-constrained optimization problems have received an increasing intensity
    of interest recently, because many optimization problems in communications and
    signal processing applications can be cast into a rank-constrained optimization
    problem. However, due to the non-convex nature of rank constraints, a
    systematic solution to general rank-constrained problems has remained open for
    a long time. In this paper, we focus on a rank-constrained optimization problem
    with a Schur-convex/concave objective function and multiple
    trace/logdeterminant constraints.

  7. A Scalable Limited Feedback Design for Network MIMO using Per-Cell Product Codebook.

    Authors: Vincent K. N. Lau, Yong Cheng, Student Member, IEEE, Senior Member, Yi Long
    Subjects: Information Theory
    Abstract

    In network MIMO systems, channel state information is required at the
    transmitter side to multiplex users in the spatial domain. Since perfect
    channel knowledge is difficult to obtain in practice, \emph{limited feedback}
    is a widely accepted solution. The {\em dynamic number of cooperating BSs} and
    {\em heterogeneous path loss effects} of network MIMO systems pose new
    challenges on limited feedback design. In this paper, we propose a scalable
    limited feedback design for network MIMO systems with multiple base stations,
    multiple users and multiple data streams for each user.

  8. Decentralized Fair Scheduling in Two-Hop Relay-Assisted Cognitive OFDMA Systems.

    Authors: Vincent K. N. Lau, Ying Cui, Rui Wang
    Subjects: Performance
    Abstract

    In this paper, we consider a two-hop relay-assisted cognitive downlink OFDMA
    system (named as secondary system) dynamically accessing a spectrum licensed to
    a primary network, thereby improving the efficiency of spectrum usage. A
    cluster-based relay-assisted architecture is proposed for the secondary system,
    where relay stations are employed for minimizing the interference to the users
    in the primary network and achieving fairness for cell-edge users.

  9. Distributive Power Control Algorithm for Multicarrier Interference Network over Time-Varying Fading Channels - Tracking Performance Analysis and Optimization.

    Authors: Vincent K. N. Lau, Yong Cheng
    Subjects: Information Theory
    Abstract

    Distributed power control over interference limited network has received an
    increasing intensity of interest over the past few years. Distributed solutions
    (like the iterative water-filling, gradient projection, etc.) have been
    intensively investigated under \emph{quasi-static} channels. However, as such
    distributed solutions involve iterative updating and explicit message passing,
    it is unrealistic to assume that the wireless channel remains unchanged during
    the iterations. Unfortunately, the behavior of those distributed solutions
    under \emph{time-varying} channels is in general unknown.

  10. Event-Driven Optimal Feedback Control for Multi-Antenna Beamforming.

    Authors: Vincent K. N. Lau, Kaibin Huang, Dongku Kim
    Subjects: Information Theory
    Abstract

    Transmit beamforming is a simple multi-antenna technique for increasing
    throughput and the transmission range of a wireless communication system. The
    required feedback of channel state information (CSI) can potentially result in
    excessive overhead especially for high mobility or many antennas. This work
    concerns efficient feedback for transmit beamforming and establishes a new
    approach of controlling feedback for maximizing net throughput, defined as
    throughput minus average feedback cost.

  11. Event-Driven Optimal Feedback Control for Multi-Antenna Beamforming.

    Authors: Vincent K. N. Lau, Kaibin Huang, Dongku Kim
    Subjects: Information Theory
    Abstract

    Transmit beamforming is a simple multi-antenna technique for increasing
    throughput and the transmission range of a wireless communication system. The
    required feedback of channel state information (CSI) can potentially result in
    excessive overhead especially for high mobility or many antennas. This work
    concerns efficient feedback for transmit beamforming and establishes a new
    approach of controlling feedback for maximizing net throughput, defined as
    throughput minus average feedback cost.

  12. Delay-Sensitive Distributed Power and Transmission Threshold Control for S-ALOHA Network with Finite State Markov Fading Channels.

    Authors: Vincent K. N. Lau, Huang Huang
    Subjects: Information Theory
    Abstract

    In this paper, we consider the delay-sensitive power and transmission
    threshold control design in S-ALOHA network with FSMC fading channels. The
    random access system consists of an access point with K competing users, each
    has access to the local channel state information (CSI) and queue state
    information (QSI) as well as the common feedback (ACK/NAK/Collision) from the
    access point. We seek to derive the delay-optimal control policy (composed of
    threshold and power control).

  13. A Low-Overhead Energy Detection Based Cooperative Sensing Protocol for Cognitive Radio Systems.

    Authors: Shunqing Zhang, Tianyu Wu, Vincent K. N. Lau
    Subjects: Information Theory
    Abstract

    Cognitive radio and dynamic spectrum access represent a new paradigm shift in
    more effective use of limited radio spectrum. One core component behind dynamic
    spectrum access is the sensing of primary user activity in the shared spectrum.
    Conventional distributed sensing and centralized decision framework involving
    multiple sensor nodes is proposed to enhance the sensing performance.

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