Channel access mechanism for maximizing throughput with fairness in wireless sensor networks

Shaik Humera Tauseef, Rukhsar Fatima, Rohina Khanam
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Abstract

The spectrum scarcity problem of wireless sensor networks (WSNs) is improved through amalgamation of cognitive radio networks (CRNs) into WSNs. However, spectrum allocation to secondary users (SUs) is challenging in cognitive radio wireless sensor networks (CR-WSNs) as channel is already crowded and at same time should not induce interference to primary users (PUs). In designing efficient spectrum access model for CR-WSNs recent work have adopted machine-learning game theory (GT) and statistical model. However, the major limitation of existing spectrum access model they fail to assure access fairness with maximal throughput with minimal collision. This work presents a maximizing channel access fairness model to handle the research challenges. To boost CR-WSN performance, the throughput maximization using channel access fairness (TMCAF) employs shared and non-shared channel access designs. Experiment outcome shows throughput is improved and collision in network is reduced in comparison with state-of-art channel access models.
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无线传感器网络中实现最大吞吐量和公平性的信道接入机制
通过将认知无线电网络(CRN)合并到无线传感器网络(WSN)中,无线传感器网络(WSN)的频谱稀缺问题得到了改善。然而,在认知无线电无线传感器网络(CR-WSN)中,为次级用户(SU)分配频谱具有挑战性,因为信道已经很拥挤,同时又不能对主要用户(PU)造成干扰。在为 CR-WSNs 设计高效频谱接入模型时,最近的研究采用了机器学习博弈论(GT)和统计模型。然而,现有频谱接入模型的主要局限是无法保证接入的公平性,也无法以最小的碰撞获得最大的吞吐量。本研究提出了一种最大化信道接入公平性模型,以应对研究挑战。为提高 CR-WSN 性能,利用信道接入公平性实现吞吐量最大化(TMCAF)采用了共享和非共享信道接入设计。实验结果表明,与最先进的信道接入模型相比,吞吐量提高了,网络碰撞减少了。
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