Stochastic Petri Nets for Wireless Networks
Lei, Lei, Lin, Chuang, and Zhong, Zhangdui (2015) Stochastic Petri Nets for Wireless Networks. Springer Briefs in Electrical and Computer Engineering . Springer, Cham, Switzerland.
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Abstract
This SpringerBrief presents research in the application of Stochastic Petri Nets (SPN) to the performance evaluation of wireless networks under bursty traffic. It covers typical Quality-of-Service performance metrics such as mean throughput, average delay and packet dropping probability. Along with an introduction of SPN basics, the authors introduce the key motivation and challenges of using SPN to analyze the resource sharing performance in wireless networks. The authors explain two powerful modeling techniques that treat the well-known state space explosion problem: model decomposition and iteration, and model aggregation using stochastic high-level petri nets. The first technique assists in performance analysis of opportunistic scheduling, Device-to-Device communications with full frequency reuse and partial frequency reuse. The second technique is used to formulate a wireless channel mode for cross-layer performance analysis in OFDM system. Stochastic Petri Nets for Wireless Networks reveals useful insights for the design of radio resource management algorithms and a new line of thinking for the performance evaluation of future wireless networks. This material is valuable as a reference for researchers and professionals working in wireless networks and for advanced-level students studying wireless technologies in electrical engineering or computer science.
| Item ID: | 53205 |
|---|---|
| Item Type: | Book (Research - A1) |
| ISBN: | 978-3-319-16882-1 |
| ISSN: | 2191-8120 |
| Funders: | National Natural Science Foundation of China (NNSF), State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University (BJU), Chinese Ministry of Education (CME) |
| Projects and Grants: | NNSF project no. 61272168, NNSF project no. U1334202, NNSF project no. 61472199, BJU No. RCS2014ZT10, CME Key grant project no. 313006 |
| Date Deposited: | 20 Jun 2018 00:17 |
| FoR Codes: | 10 TECHNOLOGY > 1005 Communications Technologies > 100510 Wireless Communications @ 100% |
| SEO Codes: | 89 INFORMATION AND COMMUNICATION SERVICES > 8901 Communication Networks and Services > 890103 Mobile Data Networks and Services @ 100% |
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