Correlation-Based LTI Channel Estimation for Multi-Wavelength Optical Scattering Communication

Strong correlation of link gains over multiple wavelengths has been demonstrated in non-line-of-sight optical wireless scattering communication. In this paper, we further demonstrate that the channel impulse responses for different wavelengths are also strongly correlated. Thus, a novel channel estimation method based on such correlation over multiple wavelengths is proposed, where only certain reference wavelengths are assigned pilot signal. On each channel with assigned pilot signal, we adopt an improved least-squares channel estimation method to estimate the tap parameters and the tap length (or the number of taps). The channel tap coefficients on other wavelengths can be estimated based on the correlation. Under the proposed channel estimation, the channel estimation accuracy can be improved as shown by the simulations. Moreover, under the same total channel estimation overhead, the accuracy of the proposed channel estimation first increases and then decreases with the number of reference wavelengths.

[1]  R. Bird,et al.  Simple Solar Spectral Model for Direct and Diffuse Irradiance on Horizontal and Tilted Planes at the Earth's Surface for Cloudless Atmospheres , 1986 .

[2]  Zhengyuan Xu,et al.  Modeling of optical wireless scattering communication channels over broad spectra. , 2015, Journal of the Optical Society of America. A, Optics, image science, and vision.

[3]  Yafeng Zhan,et al.  Closed-form impulse response model of non-line-of-sight single-scatter propagation. , 2016, Journal of the Optical Society of America. A, Optics, image science, and vision.

[4]  Chen Gong,et al.  Channel Estimation and Signal Detection for Optical Wireless Scattering Communication With Inter-Symbol Interference , 2015, IEEE Transactions on Wireless Communications.

[5]  Jeffrey H. Shapiro,et al.  Non-line-of-sight single-scatter propagation model , 1991 .

[6]  Brian M. Sadler,et al.  Modeling of non-line-of-sight ultraviolet scattering channels for communication , 2009, IEEE J. Sel. Areas Commun..

[7]  Brian M. Sadler,et al.  Ultraviolet Communications: Potential and State-Of-The-Art , 2008, IEEE Communications Magazine.

[8]  Chen Gong,et al.  Parallel Channel Over Wide Spectrum: Modeling-, Mining-, and Matching-Based Transmission Optimization , 2018, IEEE Transactions on Wireless Communications.

[9]  Hongming Zhang,et al.  Channel Analyses Over Wide Optical Spectra for Long-Range Scattering Communication , 2015, IEEE Communications Letters.

[10]  Brian M. Sadler,et al.  A Path Loss Model for Non-Line-of-Sight Ultraviolet Multiple Scattering Channels , 2010, EURASIP J. Wirel. Commun. Netw..

[11]  Chen Gong,et al.  Correlation Analysis and Path Loss Prediction for Optical Wireless Scattering Communication over Broad Spectra , 2018, 2018 IEEE International Conference on Communications (ICC).