Literature DB >> 32165764

Cognitive information measurements: A new perspective.

Min Chen1, Yixue Hao1, Hamid Gharavi2, Victor C M Leung3.   

Abstract

From a traditional point of view, the value of information does not change during transmission. The Shannon information theory considers information transmission as a statistical phenomenon for measuring the communication channel capacity. However, in modern communication systems, information is spontaneously embedded with a cognitive link during the transmission process, which requires a new measurement that can incorporate continuously changing information values. In this paper, we introduce the concept of cognitive information value and a method of measuring such information. We first describe the characteristics of cognitive information followed by an introduction of the concept of cognitive information in measuring information popularity. The new measurement is based on the mailbox principle in the information value chain. This is achieved by encapsulating the information as a mailbox for transmission where the cognition is continuously implemented during the transmission process. Finally, we set up a cognitive communication system based on a combination of the traditional communication system and cognitive computing. Experimental results attest to the impact of incorporating cognitive value in the performance of 5G networks.

Entities:  

Keywords:  5G network; Cognitive computing; Information theory

Year:  2019        PMID: 32165764      PMCID: PMC7067224          DOI: 10.1016/j.ins.2019.07.046

Source DB:  PubMed          Journal:  Inf Sci (N Y)        ISSN: 0020-0255            Impact factor:   6.795


  2 in total

1.  Label-less Learning for Emotion Cognition.

Authors:  Min Chen; Yixue Hao
Journal:  IEEE Trans Neural Netw Learn Syst       Date:  2019-08-13       Impact factor: 10.451

2.  From the phenomenology to the mechanisms of consciousness: Integrated Information Theory 3.0.

Authors:  Masafumi Oizumi; Larissa Albantakis; Giulio Tononi
Journal:  PLoS Comput Biol       Date:  2014-05-08       Impact factor: 4.475

  2 in total
  1 in total

1.  Cybersecurity challenges in energy sector (virtual power plants) - can edge computing principles be applied to enhance security?

Authors:  Sampath Kumar Venkatachary; Annamalai Alagappan; Leo John Baptist Andrews
Journal:  Energy Inform       Date:  2021-03-31
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.