Enhanced Illumination Sensing Using Multiple Harmonics for LED Lighting Systems

被引:17
|
作者
Yang, Hongming [1 ]
Schenk, Tim C. W. [2 ]
Bergmans, Jan W. M. [1 ]
Pandharipande, Ashish [2 ]
机构
[1] Eindhoven Univ Technol, Dept Elect Engn, NL-5600 MB Eindhoven, Netherlands
[2] Philips Res Eindhoven, Dept Distributed Sensor Syst, NL-5656 AE Eindhoven, Netherlands
关键词
Cramer-Rao bound; frequency division multiplexing; illumination sensing; light emitting diode lighting systems; successive estimation; MAXIMUM-LIKELIHOOD-ESTIMATION; TONE PARAMETER-ESTIMATION;
D O I
10.1109/TSP.2010.2059018
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper considers frequency division multiplexing (FDM) based illumination sensing in light emitting diode (LED) lighting systems. The purpose of illumination sensing is to identify the illumination contributions of spatially distributed LEDs at a sensor location, within a limited response time. In the FDM scheme, LEDs render periodical illumination pulse trains at different frequencies with prescribed duty cycles. The problem of interest is to estimate the amplitudes of the individual illumination pulse trains. In our previous work, an estimation approach was proposed using the fundamental frequency component of the sensor signal. The number of LEDs that can be supported by this estimation approach is limited to around 100 LEDs at a response time of 0.1 s. For future LED lighting systems, however, it is desirable to support many more LEDs. To this end, in this paper, we seek to exploit multiple harmonics in the sensor signal. We first derive upper limits on the number of LEDs that can be supported in the presence of frequency offsets and noise. Thereafter, we propose a low complexity successive estimation approach that effectively exploits the multiple harmonics. It is shown that the number of the LEDs can be increased by a factor of at least five, compared to the estimation approach using only the fundamental frequency component, at the same estimation error.
引用
收藏
页码:5508 / 5522
页数:15
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