信道状态信息
克拉姆-饶行
上下界
可见光通信
CVAR公司
频道(广播)
计算机科学
数学优化
功率(物理)
键控
算法
数学
无线
估计理论
工程类
电信
预期短缺
发光二极管
物理
经济
风险管理
数学分析
管理
电气工程
量子力学
作者
Shuai Ma,Ruixin Yang,Bing Li,Yongyan Chen,Hang Li,Youlong Wu,Majid Safari,Shiyin Li,Naofal Al‐Dhahir
标识
DOI:10.1109/tcomm.2022.3204659
摘要
In this paper, we investigate an integrated visible light positioning and communication (VLPC) system with a single LED-lamp. First, by leveraging the fact that the VLC channel model is a function of the receiver’s location, we propose a system model that estimates the channel state information (CSI) based on the positioning information without transmitting pilot sequences. Second, we derive the Cramer-Rao lower bound (CRLB) on the positioning error variance and a lower bound on the achievable rate with on-off keying modulation. Third, based on the derived performance metrics, we optimize the power allocation to minimize the CRLB, while satisfying the rate outage probability constraint. To tackle this non-convex optimization problem, we apply the worst-case distribution of the Conditional Value-at-Risk (CVaR) and the block coordinate descent (BCD) methods to obtain the feasible solutions. Finally, the effects of critical system parameters, such as outage probability, rate threshold, total power threshold, are revealed by numerical results.
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