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· 분류 : 외국도서 > 기술공학 > 기술공학 > 모바일/무선통신
· ISBN : 9789811920158
· 쪽수 : 395쪽
· 출판일 : 2022-09-19
목차
Part A: Theory
1. Information theory in wireless network
1) Centralized network : Single user MIMO channel
Multiple access channel (MAC) and broadcast channel (BC)
with global channel state information (CSI)
2) Distributed network: MAC with distributed / no CSI
BC with distributed / no CSI
Interference channel with distributed / no CSI
3) Centralized and distributed detection : Hypothesis TestingSequential change detection
2. Mathematical optimization
1) Centralized optimization :
Convex optimization
Non-convex optimization : fractional programming and
mixed monotonic programming
2) Distributed optimization
Convex distributed optimization
Non-convex distributed optimization
Part B: Applications
6G communications
3. Resource allocation for human-centric 6G cellular network :1) Collaborative base stations: Depend on Sec. 1-1 and 2-1 in Part A
2) Non-Collaborative base stations : Depend on Sec. 1-2 and 2-1 in Part A
4. 6G Low latency communications :
1) Resource allocation for low latency NOMA downlink :
Depend on Sec. 1-1 and 2-1 in Part A
2) Coexistence of human-centric and low latency communications :Depend on Sec. 1-2 in Part A and Chapter 3
6G AIoT (AI plus IoT)
5. Federated distributed learning for edge IoT : Depend on Sec 1-1, 1-2 and 2-2 in Part A
6. Security and secrecy in IoT :
1) Distributed abnormal change detection : Depend on Sec 1-2 and 1-3 in Part A
2) Distributed secrecy : Depend on Sec. 1-2 and 2-1 in Part A
