研究生: |
游哲皓 Yu, Che-Hao |
---|---|
論文名稱: |
波以松接收器:用於分析編碼隨機接取的數學架構 Poisson Receivers: a Mathematical Framework for Analyzing Coded Random Access |
指導教授: |
張正尚
Chang, Cheng-Shang |
口試委員: |
李端興
Lee, Duan-Shin 洪樂文 Hong, Yao-Win 王奕翔 Wang, I-Hsiang |
學位類別: |
碩士 Master |
系所名稱: |
電機資訊學院 - 通訊工程研究所 Communications Engineering |
論文出版年: | 2020 |
畢業學年度: | 108 |
語文別: | 中文 |
論文頁數: | 47 |
中文關鍵詞: | 多重接取 、ALOHA 、連續干擾消除 、超可靠低延遲通信 |
外文關鍵詞: | multiple access, ALOHA, successive interference cancellation, ultra-reliable low-latency communications |
相關次數: | 點閱:4 下載:0 |
分享至: |
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
在本篇論文中,我們開發了一個用於分析編碼隨機接取的數學架構。我們的架構是基於波以松接受器,其根據波以松負載給定一個封包一個成功機率函數。我們將波以松接收器的設定推廣到可以容許多個不同種類的輸入流量。透過分析,我們也給出了一個關於超可靠低延遲通訊與增強型的移動寬頻兩種不同流量的數值模擬結果。除此之外,我們也將加密方式推廣到更通用的方式。透過進行廣泛的實驗模擬之後,我們也驗證了我們的理論結果與模擬結果是非常吻合的。
In this thesis, we develop a mathematical framework for analyzing coded random access.
Our framework is based on a Poisson receiver, which is characterized by a success probability function of a tagged packet subject to a Poisson offered load.
We extend Poisson receivers to the setting with multiple classes of input traffic that can provide differentiated service between different classes of input traffic.
Then, we demonstrate that our theory that is useful to provide differentiated services between ultra-reliable low-latency communication (URLLC) traffic and enhanced mobile broadband (eMBB) traffic.
In particular, we extend the tree evaluation method to more general code, (n,k) code.
By conducting extensive simulations, we also verify that our theoretical results match well with the simulation results.
[1] N. Abramson, \The aloha system: another alternative for computer communications,"
in Proceedings of the November 17-19, 1970, fall joint computer conference.
ACM, 1970, pp. 281{285.
[2] E. Paolini, G. Liva, and M. Chiani, \Random access on graphs: A survey and new
results," in Signals, Systems and Computers (ASILOMAR), 2012 Conference Record
of the Forty Sixth Asilomar Conference on. IEEE, 2012, pp. 1743{1747.
[3] E. Paolini, C. Stefanovic, G. Liva, and P. Popovski, \Coded random access: applying
codes on graphs to design random access protocols," IEEE Communications
Magazine, vol. 53, no. 6, pp. 144{150, 2015.
[4] A. Munari, F. Clazzer, and G. Liva, \Multi-receiver aloha systems-a survey and new
results," in Communication Workshop (ICCW), 2015 IEEE International Confer-
ence on. IEEE, 2015, pp. 2108{2114.
[5] C. Stefanovic and D. Vukobratovic, \Coded random access," in Network Coding and
Subspace Designs. Springer, 2018, pp. 339{359.
[6] E. Casini, R. De Gaudenzi, and O. D. R. Herrero, \Contention resolution diversity
slotted aloha (crdsa): An enhanced random access schemefor satellite access packet
networks," IEEE Transactions on Wireless Communications, vol. 6, no. 4, 2007.
45
[7] G. Liva, \Graph-based analysis and optimization of contention resolution diversity
slotted aloha," IEEE Transactions on Communications, vol. 59, no. 2, pp. 477{487,
2011.
[8] M. Luby, M. Mitzenmacher, and M. A. Shokrollahi, \Analysis of random processes
via and-or tree evaluation," in SODA, vol. 98, 1998, pp. 364{373.
[9] K. R. Narayanan and H. D. Pster, \Iterative collision resolution for slotted aloha:
An optimal uncoordinated transmission policy," in Turbo Codes and Iterative Infor-
mation Processing (ISTC), 2012 7th International Symposium on. IEEE, 2012, pp.
136{139.
[10] C. Stefanovic, K. F. Trilingsgaard, N. K. Pratas, and P. Popovski, \Joint estimation
and contention-resolution protocol for wireless random access," in 2013 IEEE
International Conference on Communications (ICC). IEEE, 2013, pp. 3382{3387.
[11] D. Jakovetic, D. Bajovic, D. Vukobratovic, and V. Crnojevic, \Cooperative slotted
aloha for multi-base station systems," IEEE Transactions on Communications,
vol. 63, no. 4, pp. 1443{1456, 2015.
[12] S. Ogata, K. Ishibashi, and G. Abreu, \Multi-access diversity gain via multiple base
station cooperation in frameless aloha," in Signal Processing Advances in Wireless
Communications (SPAWC), 2017 IEEE 18th International Workshop on. IEEE,
2017, pp. 1{5.
[13] L. Huang, \Throughput analysis of coded slotted aloha in a correlated on-o fading
channel," Master's thesis, National Tsing Hua University, Hsinchu 30013, Taiwan,
ROC, 6 2019.
[14] M. Newman, Networks: an introduction. OUP Oxford, 2009.
46
[15] M. Bennis, M. Debbah, and H. V. Poor, \Ultra-reliable and low-latency wireless
communication: Tail, risk and scale," arXiv preprint arXiv:1801.01270, 2018.
[16] C.-S. Chang, D.-S. Lee, and C.Wang, \Asynchronous grant-free uplink transmissions
in multichannel wireless networks with heterogeneous qos guarantees," IEEE/ACM
Transactions on Networking, vol. 27, no. 4, pp. 1584{1597, 2019.
[17] 3GPP, \Service requirements for cyber-physical control applications in vertical
domains," 3rd Generation Partnership Project (3GPP), Technical Specication
(TS) 22.104, 03 2019, version 16.1.0. [Online]. Available: https://portal.3gpp.org/
desktopmodules/Specications/SpecicationDetails.aspx?specicationId=3528
[18] ||, \Evolved Universal Terrestrial Radio Access (E-UTRA); User Equipment
(UE) radio access capabilities," 3rd Generation Partnership Project (3GPP),
Technical Specication (TS) 36.306, 06 2019, version 15.5.0. [Online]. Available:
https://portal.3gpp.org/desktopmodules/Specications/SpecicationDetails.
aspx?specicationId=2434