10 research outputs found
Energy Efficient Delay Sensitive Optimization in SWIPT-MIMO
In this paper, we consider joint antenna selection and optimal beamforming
for energy efficient delay minimization. We assume multiple-input multi-output
(MIMO) system with full duplex simultaneous wireless information and power
transfer (FD-SWIPT) where each sensor is equipped with a power splitting (PS)
system and can simultaneously receive both energy and information from the
aggregator (AGG). We show that the antenna selection and beamforming power
control policies are adaptive to the energy state information (ESI), the queue
state information (QSI) and the channel state information (CSI). We develop an
analytical framework for energy efficient delay-optimal control problem based
on the theory of infinite horizon partially observable Markov decision process
(POMDP). The infinite-horizon POMDP problem is transformed into an equivalent
value Bellman program and solved by near-optimal point-based Heuristic Search
Value Iteration (PB-HSVI) method under specific standard conditions. The
proposed solution outcome is a set of sub-optimal antenna selection and
beamforming control policies. Simulation results reveal an effective trade-off
between the contradictory objectives (i.e. delay and power consumption) and
show the enhancement in delay by using FD-SWIPT systems in comparison to Half
Duplex (HD)-SWIPT systems
Cooperative Full-Duplex Physical and MAC Layer Design in Asynchronous Cognitive Networks
In asynchronous cognitive networks (CNs), where there is no synchronization between primary users (PUs) and secondary users (SUs), spectrum sensing becomes a challenging task. By combining cooperative spectrum sensing and full-duplex (FD) communications in asynchronous CNs, this paper demonstrates improvements in terms of the average throughput of both PUs and SUs for particular transmission schemes. The average throughputs are derived for SUs and PUs under different FD schemes, levels of residual self-interference, and number of cooperative SUs. In particular, we consider two types of FD schemes, namely, FD transmit-sense-reception (FDr) and FD transmit-sense (FDs). FDr allows SUs to transmit and receive data simultaneously, whereas, in FDs, the SUs continuously sense the channel during the transmission time. This paper shows the respective trade-offs and obtains the optimal scheme based on cooperative FD spectrum sensing. In addition, SUs’ average throughput is analyzed under different primary channel utilization and multichannel sensing schemes. Finally, new FD MAC protocol design is proposed and analyzed for FD cooperative spectrum sensing. We found optimum parameters for our proposed MAC protocol to achieve higher average throughput in certain applications