转一篇文章，ieee上搜的，觉得值得关注一下。 《Research towards a cognitive network eco-system》 Marshall, P.F. ; Inf. Sci. Inst., Univ. of Southern California, Marina del Rey, CA, USA MILITARY COMMUNICATIONS CONFERENCE, 2010 - MILCOM 2010 Date of Conference: Oct. 31 2010-Nov. 3 2010;Page(s):1466 - 1471 Increasing demand for wireless information services, fixed, and inflexible access to spectrum, and overtaxing of cellular and backhaul infrastructure have combined to create opportunities for radically different wireless communications architectures. These emphasize devolved network control, adaptive topologies, and dynamic interference avoidance and mitigation that are inherent in the devices and networks. One incentive towards such architectures is a necessary transition from design and architecture approaches that emphasize individual link performance to a focus on maximizing aggregate throughput of node collections, even if this optimization is less ideal for individual links. This is critical to transition from a link to network density perspective. It will be shown that the optimal design points for network density and aggregate throughput are quite distinct from those appropriate for link optimization, and that some degree of interference may be necessary in order to maximize the aggregate capacity of the spectrum. The Dynamic Spectrum Access (DSA) community has focused on interference-free secondary sharing. This paper examines an alternative objective; “Interference Tolerant” operation, in which DSA is used to enable spectrum relocation in the event of unacceptable interference. It will be shown that there are significant increases in node density that are possible in these regimes. 相似的研究还有Haykin的研究，但是没有找到原始文章
2005-2013 年 SCI 收录认知无线电（ Cognitive radio ）论文 3018 篇 （截至到 2013 年 12 月 3 日 ） ， 3018 篇 论文包括学术论文 2,945 篇（其中会议论文 78 篇）、社论 37 篇、综述 30 篇、通讯 2 篇、新闻 2 篇、书评 1 篇、更正 1 篇等。 3018 篇 论文刊登在 204 种 SCI 收录期刊。 认知无线电（ Cognitive radio ） 发文量居前十位的期刊见表 1 ， 认知无线电（ Cognitive radio ） 发文量居前 100 位的期刊见表 2. 表 1 认知无线电（ Cognitive radio ） 发文量居前十位的期刊 排名 期刊名称 2012 年影响因子 发文量 占 3018 篇 总文章量的百分比（ % ） 1 IEEE Transactions on Wireless Communications 《 IEEE 无线通信汇刊》 2.418 345 11.431 % 2 IEEE Transactions on Vehicular Technology 《 IEEE 运载工具技术汇刊》 2.063 213 7.058 % 3 IEICE Transactions on Communications 《电子信息通信学会汇刊：通信》 0.314 179 5.931 % 4 IEEE Journal on Selected Areas in Communications 《 IEEE 通信选题杂志》 3.121 159 5.268 % 5 IEEE Communications Letters 《 IEEE 通讯快报》 1.160 145 4.805 % 6 Wireless Personal Communications 《无线个人通信》 0.428 135 4.473 % 7 IET Communications 《 IET 通信》 0.637 122 4.042 % 8 IEEE Transactions on Communications 《 IEEE 通信汇刊》 1.750 113 3.744 % 9 IEEE Transactions on Signal Processing 《 IEEE 信号处理汇刊》 2.813 113 3.744 % 10 EURASIP Journal on Wireless Communications and Networking 《 EURASIP 无线通信与网络杂志》 0.540 106 3.512 % 表 2 认知无线电（ Cognitive radio ） 发文量居前 100 位的期刊 排名 期刊名称 发文量 1. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS 345 2. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 213 3. IEICE TRANSACTIONS ON COMMUNICATIONS 179 4. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS 159 5. IEEE COMMUNICATIONS LETTERS 145 6. WIRELESS PERSONAL COMMUNICATIONS 135 7. IET COMMUNICATIONS 122 8. IEEE TRANSACTIONS ON COMMUNICATIONS 113 9. IEEE TRANSACTIONS ON SIGNAL PROCESSING 113 10. EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING 106 11. IEEE TRANSACTIONS ON MOBILE COMPUTING 68 12. IEEE WIRELESS COMMUNICATIONS 55 13. IEEE COMMUNICATIONS MAGAZINE 47 14. WIRELESS COMMUNICATIONS MOBILE COMPUTING 46 15. IEEE TRANSACTIONS ON INFORMATION THEORY 41 16. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 38 17. COMPUTER NETWORKS 35 18. MOBILE NETWORKS APPLICATIONS 33 19. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS 30 20. CHINA COMMUNICATIONS 29 21. JOURNAL OF COMMUNICATIONS AND NETWORKS 29 22. ELECTRONICS LETTERS 28 23. FREQUENZ 27 24. PROCEEDINGS OF THE IEEE 27 25. AD HOC NETWORKS 26 26. RADIOENGINEERING 26 27. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING 25 28. WIRELESS NETWORKS 25 29. IEEE SIGNAL PROCESSING LETTERS 24 30. COMPUTER COMMUNICATIONS 23 31. AEU INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS 22 32. INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS 22 33. IEEE NETWORK 18 34. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES 17 35. IEEE ACM TRANSACTIONS ON NETWORKING 15 36. IEEE JOURNAL OF SOLID STATE CIRCUITS 15 37. IEEE SIGNAL PROCESSING MAGAZINE 15 38. IEICE ELECTRONICS EXPRESS 15 39. COMPUTERS ELECTRICAL ENGINEERING 14 40. ETRI JOURNAL 14 41. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS 14 42. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION 14 43. IEEE VEHICULAR TECHNOLOGY MAGAZINE 14 44. IET SIGNAL PROCESSING 14 45. SCIENCE CHINA INFORMATION SCIENCES 14 46. ACTA PHYSICA SINICA 13 47. ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING 13 48. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I REGULAR PAPERS 13 49. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II EXPRESS BRIEFS 11 50. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS 11 51. CHINESE JOURNAL OF ELECTRONICS 10 52. CIRCUITS SYSTEMS AND SIGNAL PROCESSING 10 53. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES 10 54. MICROWAVE AND OPTICAL TECHNOLOGY LETTERS 10 55. CHINESE SCIENCE BULLETIN 9 56. TELECOMMUNICATIONS POLICY 9 57. ANNALES DES TELECOMMUNICATIONS ANNALS OF TELECOMMUNICATIONS 8 58. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS 8 59. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY 8 60. SIGNAL PROCESSING 8 61. IEEE SYSTEMS JOURNAL 7 62. INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION 7 63. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS 7 64. CONCURRENCY AND COMPUTATION PRACTICE EXPERIENCE 6 65. EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS 6 66. IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS 6 67. IEEE SENSORS JOURNAL 6 68. JOURNAL OF INTERNET TECHNOLOGY 6 69. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS 6 70. SENSORS 6 71. TELECOMMUNICATION SYSTEMS 6 72. AD HOC SENSOR WIRELESS NETWORKS 5 73. APPLIED MATHEMATICS INFORMATION SCIENCES 5 74. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 5 75. JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT 5 76. MATHEMATICAL AND COMPUTER MODELLING 5 77. TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES 5 78. ANNALS OF TELECOMMUNICATIONS ANNALES DES TELECOMMUNICATIONS 4 79. IEEE CIRCUITS AND SYSTEMS MAGAZINE 4 80. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 4 81. IEEE TRANSACTIONS ON SMART GRID 4 82. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 4 83. INTERNATIONAL JOURNAL OF MICROWAVE AND WIRELESS TECHNOLOGIES 4 84. JOURNAL OF CENTRAL SOUTH UNIVERSITY 4 85. MATHEMATICAL PROBLEMS IN ENGINEERING 4 86. PERFORMANCE EVALUATION 4 87. PERVASIVE AND MOBILE COMPUTING 4 88. PROGRESS IN ELECTROMAGNETICS RESEARCH PIER 4 89. SECURITY AND COMMUNICATION NETWORKS 4 90. APPLIED SOFT COMPUTING 3 91. COMPTES RENDUS PHYSIQUE 3 92. IEEE ANTENNAS AND PROPAGATION MAGAZINE 3 93. IEEE LATIN AMERICA TRANSACTIONS 3 94. IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS 3 95. IEEE MICROWAVE MAGAZINE 3 96. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 3 97. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS 3 98. IETE TECHNICAL REVIEW 3 99. INFORMATION AN INTERNATIONAL INTERDISCIPLINARY JOURNAL 3 100. JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS 3
国内外代表性研究成果： A. Ghasemi and E. S. Sousa, Opportunistic Spectrum Access in Fading Channels Through Collaborative Sensing, Journal of Communications, vol. 2, no. 2, pp. 71-82, Mar. 2007. 这篇文章是关于Spectrum Sensing的早期最有代表性的技术性文章，建议入门必读。 I. F. Akyildiz, B. F. Lo, R. Balakrishnan,Cooperative spectrum sensing in cognitive radio networks: A survey, Physical Communication 4 (2011) 40–62. 这篇文章是关于Cooperative spectrum sensing（CSS）研究进展总结的最好的综述文章（Google上可以直接下载），读完它就可以基本掌握CSS全貌。 R. Tandra, S. M. Mishra, and A. Sahai, “What is a spectrum hole and what does it take to recognize one?” Proc. IEEE, vol. 97, no. 5, pp. 824-848, May 2009. R. Tandra, A. Sahai, and V. V. Veeravalli, “Unified space-time metrics to evaluate spectrum sensing,” IEEE Commun. Mag., vol. 49, no. 3, pp. 54-61, Mar. 2011. - 是UC BerkeleyA. Sahai教授研究组 关于Spectrum Sensing部分代表作，对于spectrum hole从空域、时域等角度进行了定义，并给出了新的metrics，值得一读。 A. G. Fragkiadakis, E. Z. Tragos, and I. G. Askoxylakis, “A suvery on security threats and detection techniques in cognitive radio networks,” IEEE Commun. Surveys and Tutorials, accepted for pubilication, 2013. R.-P. Helena, J. B. Mercedes, and G. Carles, “Review of robust cooperative spectrum sesnsing techniques for cognitive radio networks,” Wireless Pers. Commun., vol. 67, pp. 175-198, 2012. - 是两篇关于安全感知（secure sensing）最新研究进展的比较好的综述。 S. M. Mishra, “Maximizing available spectrum for cognitive radios,” Ph.D. Dissertation, UC Berkeley, 2010. Alexander W. Min, Efficient and Robust Spectrum Management for Cognitive Radio Networks ,”Ph.D. Dissertation, University of Michigan, 2011. Emiliano Dall'Anese, Spatio-temporal Spectrum Reuse based on Channel Gain Cartography, Ph.D. Dissertation, University of Padova, 2011. - 是3篇关于Spectrum Sensing的欧美博士论文，感兴趣的研究生们可以下载看一看。 ... ... 课题组在Spectrum Sensing方向上得相关研究成果： Q. Wu, G. Ding, J. Wang, and Y. D. Yao, Spatial-temporal opportunity detection for spectrum-heterogeneous cognitive radio networks: Two-dimensional sensing, IEEE Transactions on Wireless Communications, vol. 12, no.2, pp. 516-526, Feb. 2013. TW-Sep-11-1638.pdf . 这是一篇考虑认知用户所处频谱环境不同时，如何进行有效地协同进行频谱感知的文章，研究还较为初步，特别是方案优化方面还存在很多提升余地。 G. Ding, Q. Wu, Y. D. Yao, J. Wang, and Y. Chen, Kernel-based learning for statistical signal processing in cognitive radio networks, IEEE Signal Processing Magazine,July 2013. 这是一篇应用非线性信号处理技术kernel-based learning来重新研究频谱感知的文章，此研究方向得到国内外著名学者的肯定与关注。 G. Ding, Q. Wu, J. Wang, F. Song and Y. Gong, Multi-Domain Cognition for Cognitive Wireless Networks, FREQUENZ. 点击查看文章基本信息 . 这是第一篇关于多域认知体系架构的系统介绍方面的文章。 J. Yao, Q. Wu, and J. Wang, “Attacker detection based on dissimilarity of local reports in collaborative spectrum sensing,” IEICE Trans. Commun., vol. E95-B, no. 9, pp. 3024-3027, Sep. 2012. 点击查看文章基本信息 . 这篇是关于安全感知的，针对的是频谱感知虚报数据攻击（SSDF）。
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