Scheduling control method of Internet of things data uplink based on TS algorithm

Article type: Research Article

Authors: Wang, Zhao-Long^{; *}

Affiliations: School of Railway Transportation, Anhui Vocational College of City Management, Hefei 230011, China

Correspondence: [*] Corresponding author. E-mail: zhidaoc@mls.sinanet.com.

Abstract: In order to ensure the efficiency of link scheduling control and improve the accuracy and energy efficiency of scheduling control, a scheduling control method for Internet of things data uplink based on TS algorithm is proposed.The principle of tabu search algorithm is analyzed, and the scheduling control function of Internet of things data uplink is constructed. Tabu search algorithm is used to solve the scheduling control problem of Internet of things data uplink, and realize the scheduling control of Internet of things data uplink.The experimental results show that the scheduling control energy efficiency of the proposed method is as high as 10.4 bit/j, the link scheduling control packet loss rate of the proposed method is only 1.4%, and the scheduling control energy efficiency is as high as 10.4 bit/j, which can effectively improve the scheduling control accuracy and energy efficiency.

Keywords: Tabu search algorithm, Internet of things data, uplink, link scheduling control, objective function

DOI: 10.3233/WEB-220022

Journal: Web Intelligence, vol. 20, no. 4, pp. 297-305, 2022