Model and algorithm of innovation performance evaluation for coordination of supply and demand based on wireless sensor network

EURASIP Journal on Advances in Signal Processing

Beiwei Li¹  Ye Zhao² 

[1] School of Management, Jilin University, 130022, Changchun, Jilin, China;School of Management, Jilin University, 130022, Changchun, Jilin, China;School of Economics and Management, Changchun University of Technology, 130012, Changchun, Jilin, China;

关键词: Wireless sensor;    Supply and demand coordination;    Innovation performance evaluation;    Signal processing;    Evaluation index;    Analytic hierarchy process;   

DOI  :  10.1186/s13634-021-00809-4

来源: Springer

【 摘 要 】

In recent years, with the continuous development and progress of wireless communication and sensors, people's production and life have also undergone tremendous changes. This article aims to apply wireless sensor networks to the construction of a supply–demand coordination innovation performance evaluation model, in order to improve its influence and application scope in real life. This paper deeply researches the architecture and node organization structure of wireless sensor network, and strengthens its theoretical foundation in the application of performance evaluation model. This paper designs performance evaluation indicators and compares performance evaluation methods at home and abroad based on the evaluation indicators, compares and analyzes the factor analysis method, fuzzy comprehensive evaluation method, comprehensive index evaluation method, etc., draws the advantages and disadvantages of each method, and uses them reasonably. The performance evaluation model constructed in this paper adopts the production function method and the analytic hierarchy process. According to the principles of scientificity, feasibility, and economy, the performance indicators for evaluating the balance of supply and demand are screened out, and score evaluation and comparison of each indicator are carried out. Finally, this paper analyzes the corporate performance evaluation index composition, model regression, sensor performance and performance evaluation scores, etc., and has a comprehensive application analysis of the model constructed in this paper. As can be seen from the overall score we selected five companies, enterprises composite score is 83.574, ranking first, followed by a score of 78.421.

【 授权许可】

CC BY