Abstract / Description of output
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.
Original language | English |
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Pages (from-to) | 6734-6747 |
Journal | IEEE Transactions on Communications |
Volume | 70 |
Issue number | 10 |
Early online date | 8 Sept 2022 |
DOIs | |
Publication status | Published - 1 Oct 2022 |
Keywords / Materials (for Non-textual outputs)
- Visible light communication
- Resource management
- Light emitting diodes
- Wireless communication
- Technological innovation
- Probability
- Power system reliability
- visible light positioning
- Cramer-Rao lower bound
- power allocation