NetSE:Small: Human Behavior Inspired Cognitive Radio Network Design

NetSE：小：人类行为启发的认知无线电网络设计

• 批准号: 0916180
• 负责人: Rajarathnam Chandramouli
• 金额: $ 47.24万
• 依托单位: Stevens Institute of Technology
• 依托单位国家: 美国
• 项目类别: Continuing Grant
• 财政年份: 2009
• 资助国家: 美国
• 起止时间: 2009-09-01 至 2014-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0916180&HistoricalAwards=false
• 关键词: NetSE; Small; Human; Behavior; Inspired

Cognitive radios enabling dynamic spectrum access are envisioned to sense the environment and self-learn to maximize an individual or group utility function. This results in cheating, irrational behavior, inequality aversion, altruism, learning from past memory, etc. These traits are strikingly similar to human behavior and social interactions. Therefore, this project explores this parallelism going beyond traditional game theoretic analysis. What are the implications if communication protocols in a cognitive radio network resemble human behavioral and psychological interactions? Will the network develop its own psychology with random perturbations, similar to human evolution?These are the fundamental questions addressed in this project using tools from social science and behavioral games. Some of the main theoretical ideas will be implemented in SpiderRadio, a cognitive radio network prototype developed in the PIs? laboratory at Stevens. Intellectual Merit: The intellectual merit of this project is an inter-disciplinary effort thatoverlaps human behavioral models, cognitive psychology, economic models, decision theory and dynamic spectrum access. Emerging social science concepts such as evolutionary and cognitive psychology, behavioral economics, drama theory, personal and social dilemmas are used to model various types of interactions among cognitive radio nodes in a network. Broader Impact: The outcomes of this project will have a broader impact on wireless networking research and spectrum policy making communities. This project also gives a unique opportunity for students in engineering and psychology to collaborate. Finally, some of the ideas presented here will impact the next generation standards in cognitive radio networking.

认知无线电支持动态频谱访问，旨在感知环境并自我学习，以最大化个人或群体的效用函数。这会导致作弊、非理性行为、不平等厌恶、利他主义、从过去的记忆中学习等。这些特征与人类行为和社会互动惊人地相似。因此，该项目探索了这种超越传统博弈论分析的并行性。如果认知无线电网络中的通信协议类似于人类的行为和心理交互，会产生什么影响？网络会像人类进化一样，通过随机扰动发展自己的心理吗？这些是该项目使用社会科学和行为游戏工具解决的基本问题。 一些主要的理论思想将在 SpiderRadio 中实现，SpiderRadio 是 PI 开发的认知无线电网络原型？史蒂文斯实验室。智力优点：该项目的智力优点是跨学科的努力，涵盖人类行为模型、认知心理学、经济模型、决策理论和动态频谱访问。新兴的社会科学概念，如进化和认知心理学、行为经济学、戏剧理论、个人和社会困境，被用来模拟网络中认知无线电节点之间的各种类型的交互。更广泛的影响：该项目的成果将对无线网络研究和频谱政策制定界产生更广泛的影响。该项目还为工程和心理学专业的学生提供了独特的合作机会。最后，这里提出的一些想法将影响认知无线电网络的下一代标准。