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UAV-Aided Two-Way Relaying for Wireless Communications of Intelligent Robot Swarms
- Source :
- IEEE Access, Vol 8, Pp 56141-56150 (2020)
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- In this paper, we consider unmanned aerial vehicle (UAV)-enabled two-way relaying communications between two robot swarms in the absence of communication infrastructures in remote areas or post-disaster rescues. To be more specific, UAV is employed as the relay to expand the communication range between two disconnected ground robot swarms, due to its high maneuverability and flexible deployment. Meanwhile, the two-way relaying mode adopted can improve the transmission performance in terms of delay and throughput in comparison to the conventional one-way relaying, owing to the ability of allowing devices to exchange information simultaneously. In addition, the UAV’s trajectory and power allocation are jointly optimized to maximize the sum-rate of the uplink and downlink, where the joint optimization problem is decoupled into two sub-problems to address the non-convexity. Limited to the non-convex formation of the objective function for the trajectory optimization sub-problem, we firstly handle the non-convexity based on successive convex approximation method, and then alternating optimization framework is carried out to obtain the joint suboptimal solution. Numerical results exhibit significant throughput gains of the proposed scheme as compared to other benchmark schemes.
- Subjects :
- non-convex optimization
Optimization problem
General Computer Science
Computer science
Real-time computing
02 engineering and technology
01 natural sciences
law.invention
Computer Science::Robotics
Relay
law
Telecommunications link
0202 electrical engineering, electronic engineering, information engineering
Computer Science::Networking and Internet Architecture
Wireless
General Materials Science
Throughput (business)
business.industry
010401 analytical chemistry
General Engineering
020206 networking & telecommunications
Trajectory optimization
Robot swarms
0104 chemical sciences
UAV communications
Benchmark (computing)
Robot
two-way relaying
lcsh:Electrical engineering. Electronics. Nuclear engineering
business
lcsh:TK1-9971
Subjects
Details
- Language :
- English
- ISSN :
- 21693536
- Volume :
- 8
- Database :
- OpenAIRE
- Journal :
- IEEE Access
- Accession number :
- edsair.doi.dedup.....873ac269706413df066e42ab4f429db3