Title :
Opportunistic wireless Network Coding based on small-time scale Traffic Prediction
Author :
Rui Zhang ; Jie Li ; Quan Qian ; Wei Feng
Author_Institution :
Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai, China
fDate :
June 28 2015-July 1 2015
Abstract :
Focusing on the weakness of the traditional network coding, such as latency and high packet loss rate, this paper presents an approach ONTP (Opportunistic Network Coding based on Traffic Prediction), which is based on ARMA (Autoregressive-Moving Average) algorithm. The algorithm is trying to predict the next packet´s arriving time, and then use it to determine whether waiting for network coding opportunity. Results show that the algorithm improves the throughput, and effectively reduces network latency, achieves a balance between coding efficiency and user experience.
Keywords :
autoregressive moving average processes; network coding; radio networks; ARMA; ONTP; autoregressive-moving average algorithm; opportunistic network coding based on traffic prediction; opportunistic wireless network coding; small-time scale traffic prediction; Algorithm design and analysis; Delays; Encoding; Network coding; Prediction algorithms; Relays; Wireless networks; Network coding; Traffic Prediction; Wireless network;
Conference_Titel :
Computer and Information Science (ICIS), 2015 IEEE/ACIS 14th International Conference on
Conference_Location :
Las Vegas, NV
DOI :
10.1109/ICIS.2015.7166570