Performance Optimization in Video Transmission over ZigBee using Particle Swarm Optimization

Samizadeh, Iman, Kazemian, Hassan, Fisher, Ken and Ouazzane, Karim (2016) Performance Optimization in Video Transmission over ZigBee using Particle Swarm Optimization. 2016 IEEE 9th International Workshop on Computational Intelligence and Applications (IWCIA).

Particle Swarm Optimization Approach to MPEG final.pdf - Accepted Version

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Abstract / Description

IEEE 802.15.4 - ZigBee is a wireless sensor targeted at applications that require low data rate, low power and inexpensive. IEEE 802.15.4 is limited to a throughput of 250kbps and is designed to provide highly efficient connec-tivity. Hence, IEEE 802.15.4 is not designed to transfer large amounts of da-ta or MPEG-4 as its bandwidth is too low. In engineering and computer sci-ence often use optimization techniques, as do real environment applications in order to overcome complex issues and now this paper a solution has been accomplished by applying Particle Swarm Optimization (PSO) to improve the quality of transmitted MPEG-4 over IEEE 802.15.4. The proposed intelligent system should minimize data loss and distortion. The computer simulation results confirm that applying PSO in video transmission improve the quality of picture and reduce data loss when compared with the conventional MPEG video transmission in ZigBee.

Item Type: Article
Uncontrolled Keywords: Adaptive Quantization, MPEG-4, Particle Swarm Optimization, Rate Control, ZigBee, Video Transmission
Subjects: 000 Computer science, information & general works
Department: School of Computing and Digital Media
Depositing User: Hassan Kazemian
Date Deposited: 07 May 2019 10:59
Last Modified: 07 May 2019 10:59


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