Title :
Random access in coded wireless packet networks: Feasibility and distributed optimization
Author :
Riemensberger, Maximilian ; Utschick, Wolfgang
Author_Institution :
Associate Inst. for Signal Process., Tech. Univ. Munchen, München, Germany
Abstract :
We study the throughput region of random access in coded wireless packet networks. We propose a distributed and robust fixed point algorithm that determines whether given coded information flow requirements are feasible with random access and computes the minimal required attempt probabilities supporting these requirements. Combined with linear coding subgraph and flow optimization, this yields a distributed algorithm for joint network coding and random access optimization for multicast networks. Numerical examples show that the proposed method reduces the gap of existing approaches to the optimal solution significantly.
Keywords :
distributed algorithms; linear codes; multicast communication; network coding; optimisation; packet radio networks; probability; random codes; coded information flow requirement; coded wireless packet network; distributed fixed point algorithm; distributed optimization; flow optimization; linear coding subgraph; multicast network; network coding; probability; random access optimization; robust fixed point algorithm; Bismuth; Network coding; Nickel; Optimization; Technological innovation; Throughput; Wireless communication;
Conference_Titel :
Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), 2011 International Symposium on
Conference_Location :
Princeton, NJ
Print_ISBN :
978-1-61284-822-8
DOI :
10.1109/WIOPT.2011.5930001