Cooperation and Integration in 6g Heterogeneous Networks: Resource Allocation and Networking
暫譯: 6G異質網路中的合作與整合：資源分配與網路管理
Du, Jun, Jiang, Chunxiao
- 出版商: Springer
- 出版日期: 2023-12-09
- 售價: $8,520
- 貴賓價: 9.5 折 $8,094
- 語言: 英文
- 頁數: 460
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9811976503
- ISBN-13: 9789811976506
海外代購書籍(需單獨結帳)
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商品描述
To provide ubiquitous and various services, 6G networks tend to be more comprehensive and multidimensional by integrating current terrestrial networks with space-/air-based information networks and marine information networks; then, heterogeneous network resources, as well as different types of users and data, will be also integrated. Driven by the exponentially growing demands of multimedia data traffic and computation-heavy applications, 6G heterogenous networks are expected to achieve a high QoS with ultra-reliability and low latency. In response, resource allocation has been considered an important factor that can improve 6G performance directly by configuring heterogeneous communication, computing and caching resources effectively and efficiently.
The book addresses a range of technical issues in cooperative resource allocation and information sharing for the future 6G heterogenous networks, from the terrestrial ultra-dense networks and space-based networks to the integrated satellite-terrestrial networks, as well as introducing the effects of cooperative behavior among mobile users on increasing capacity, trustworthiness and privacy. For the cooperative transmission in heterogeneous networks, the authors commence with the traffic offloading problems in terrestrial ultra-dense networks, and the cognitive and cooperative mechanisms in heterogeneous space-based networks, the stability analysis of which is also provided. Moreover, for the cooperative transmission in integrated satellite-terrestrial networks, the authors present a pair of dynamic and adaptive resource allocation strategies for traffic offloading, cooperative beamforming and traffic prediction based cooperative transmission. Later, the authors discuss the cooperative computation and caching resource allocation in heterogeneous networks, with the highlight of providing our current studies on the game theory, auction theory and deep reinforcement learning based approaches. Meanwhile, the authors introduce the cooperative resource and information sharing among users, in which capacity oriented-, trustworthiness oriented-, and privacy oriented cooperative mechanisms are investigated. Finally, the conclusion is drawn.商品描述(中文翻譯)
為了提供無所不在和多樣化的服務，6G 網路傾向於透過整合當前的地面網路與空中/太空資訊網路及海洋資訊網路，變得更加全面和多維；接著，異質網路資源以及不同類型的使用者和數據也將被整合。隨著多媒體數據流量和計算密集型應用需求的指數增長，預期 6G 異質網路將實現高品質服務（QoS），具備超高可靠性和低延遲。為此，資源分配被視為一個重要因素，能夠通過有效且高效地配置異質通信、計算和快取資源，直接改善 6G 的性能。
本書針對未來 6G 異質網路中的合作資源分配和資訊共享，探討了一系列技術問題，涵蓋從地面超密集網路和太空網路到整合的衛星-地面網路，並介紹了移動使用者之間的合作行為對於提升容量、可信度和隱私的影響。對於異質網路中的合作傳輸，作者首先探討了地面超密集網路中的流量卸載問題，以及異質太空網路中的認知和合作機制，並提供了其穩定性分析。此外，對於整合的衛星-地面網路中的合作傳輸，作者提出了一對動態和自適應的資源分配策略，用於流量卸載、合作波束成形和基於流量預測的合作傳輸。接著，作者討論了異質網路中的合作計算和快取資源分配，重點介紹了我們目前在博弈理論、拍賣理論和深度強化學習基礎方法上的研究。同時，作者介紹了使用者之間的合作資源和資訊共享，研究了以容量為導向、以可信度為導向和以隱私為導向的合作機制。最後，得出結論。
作者簡介
Chunxiao Jiang is an associate professor in the School of Information Science and Technology, Tsinghua University. He received his B.S. degree in information engineering from Beihang University, Beijing, in 2008 and his Ph.D. degree in electronic engineering from Tsinghua University, Beijing, in 2013, both with the highest honors. His research interests include application of game theory, optimization, and statistical theories to communication, networking, and resource allocation problems, in particular space networks and heterogeneous networks. Dr. Jiang has served as an Editor of IEEE Internet of Things Journal, IEEE Network, IEEE Communications Letters, and a Guest Editor of IEEE Communications Magazine, IEEE Transactions on Network Science and Engineering and IEEE Transactions on Cognitive Communications and Networking. He has also served as a member of the technical program committee as well as the Symposium Chair for a number of international conferences, including IEEE CNS 2020 Publication Chair, IEEE WCSP 2019 Symposium Chair, IEEE ICC 2018 Symposium Co-Chair, IWCMC 2020/19/18 Symposium Chair, WiMob 2018 Publicity Chair, ICCC 2018 Workshop Co-Chair, and ICC 2017 Workshop Co-Chair. Dr. Jiang is the recipient of the Best Paper Award from IEEE GLOBECOM in 2013, the Best Student Paper Award from IEEE GlobalSIP in 2015, IEEE Communications Society Young Author Best Paper Award in 2017, the Best Paper Award IWCMC in 2017, IEEE ComSoc TC Best Journal Paper Award of the IEEE ComSoc TC on Green Communications & Computing 2018, IEEE ComSoc TC Best Journal Paper Award of the IEEE ComSoc TC on Communications Systems Integration and Modeling 2018, the Best Paper Award from ICC 2019, IEEE VTS Early Career Award 2020. He received the Chinese National Second Prize in Technical Inventions Award in 2018 and Natural Science Foundation of China Excellent Young Scientists Fund Award in 2019.
www.jiangchunxiao.net
作者簡介(中文翻譯)
杜君於2009年獲得北京理工大學資訊與通信工程學士學位，並於2014年和2018年分別獲得清華大學資訊與通信工程碩士及博士學位。從2016年10月到2017年9月，杜博士曾擔任贊助研究員，並訪問倫敦帝國學院。目前，她是清華大學電機工程系的助理教授。她的研究興趣主要集中在異質網路和基於空間的信息網路的通信、網路、資源分配及系統安全問題。她在國際知名期刊和會議上發表了70多篇技術論文，其中包括30多篇著名的IEEE期刊論文。杜博士於2015年獲得IEEE全球SIP最佳學生論文獎，2019年獲得IEEE ICC最佳論文獎，2020年獲得IWCMC最佳論文獎，以及2020年獲得CAAI吳文俊青年精英科學家獎。
江春曉是清華大學資訊科學與技術學院的副教授。他於2008年獲得北京航空航天大學資訊工程學士學位，並於2013年獲得清華大學電子工程博士學位，兩者均以最高榮譽畢業。他的研究興趣包括將博弈論、優化和統計理論應用於通信、網路和資源分配問題，特別是空間網路和異質網路。江博士曾擔任IEEE物聯網期刊、IEEE網路、IEEE通信快報的編輯，以及IEEE通信雜誌、IEEE網路科學與工程期刊和IEEE認知通信與網路期刊的客座編輯。他還擔任多個國際會議的技術程序委員會成員及研討會主席，包括IEEE CNS 2020出版主席、IEEE WCSP 2019研討會主席、IEEE ICC 2018研討會共同主席、IWCMC 2020/19/18研討會主席、WiMob 2018宣傳主席、ICCC 2018工作坊共同主席及ICC 2017工作坊共同主席。江博士於2013年獲得IEEE GLOBECOM最佳論文獎，2015年獲得IEEE全球SIP最佳學生論文獎，2017年獲得IEEE通信學會青年作者最佳論文獎，2017年獲得IWCMC最佳論文獎，2018年獲得IEEE通信學會綠色通信與計算技術委員會最佳期刊論文獎，2018年獲得IEEE通信系統整合與建模技術委員會最佳期刊論文獎，2019年獲得ICC最佳論文獎，2020年獲得IEEE VTS早期職業獎。他於2018年獲得中國國家技術發明獎二等獎，並於2019年獲得中國自然科學基金優秀青年科學家基金獎。
www.jiangchunxiao.net
