One-bit massive MIMO: Channel estimation and high-order modulations

2015 IEEE International Conference on Communication Workshop, ICCW 2015

Volumn , Issue , 2015, Pages 1304-1309

  Jacobsson, Sven ^a,b   Durisi, Giuseppe ^a   Coldrey, Mikael ^b   Gustavsson, Ulf ^b   Studer, Christoph ^c  

^a CHALMERS UNIVERSITY OF TECHNOLOGY   (Sweden)

^b ERICSSON RESEARCH   (Sweden)

^c Department of Obstetrics Gynecology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANALOG TO DIGITAL CONVERSION; ANTENNA ARRAYS; CHANNEL STATE INFORMATION; DATA HANDLING; FADING CHANNELS; INFORMATION THEORY; MIMO SYSTEMS; RECEIVING ANTENNAS;

ANALOG TO DIGITAL CONVERTERS; HIGH ORDER MODULATION; LEAST SQUARES CHANNEL ESTIMATION; LS CHANNEL ESTIMATION; MAXIMUM RATIO COMBINING; MULTIPLE INPUT MULTIPLE OUTPUT SYSTEM; QUANTIZED CHANNELS; SINGLE-RECEIVE ANTENNAS;

CHANNEL ESTIMATION;

EID: 84947795555     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCW.2015.7247358     Document Type: Conference Paper

References (29)

1. R. H. Walden, "Analog-to-digital converter technology comparison," in IEEE GaAs IC Symposium Technical Digest, Philadelphia, PA, Oct. 1994, pp. 217-219.
2. -, "Analog-to-digital converter survey and analysis," IEEE J. Sel. Areas Commun., vol. 17, no. 4, pp. 539-550, Apr. 1999.
3. B. Murmann, "ADC Performance Survey 1997-2014. " [Online]. Available: http://web. stanford. edu/-murmann/adcsurvey. html
4. S. Hoyos, B. Sadler, and G. Arce, "Monobit digital receivers for ultrawideband communications," IEEE Trans. Wireless Commun., vol. 4, no. 4, pp. 1337-1344, Jul. 2005.
5. A. Mezghani and J. Nossek, "On ultra-wideband MIMO systems with 1-bit quantized outputs: Performance analysis and input optimization," in Proc. IEEE Int. Symp. Inf. Theory (ISIT), Nice, France, Jun. 2007, pp. 1286-1289.
6. L. Landau and G. Fettweis, "On reconstructable ask-sequences for receivers employing 1-bit quantization and oversampling," in IEEE Int. Conf. Ultra-WideBand (ICUWB), Paris, France, Sep. 2014, pp. 180-184.
7. J. Mo and R. W. Heath Jr, "Capacity analysis of one-bit quantized MIMO systems with transmitter channel state information," Oct. 2014. [Online]. Available: http://arxiv. org/abs/1410. 7353
8. A. Ulusoy et al., "A 60 GHz multi-Gb/s system demonstrator utilizing analog synchronization and 1-bit data conversion," in IEEE Topical Meeting on Silicon Monolithic Integrated Circuits in RF Systems (SiRF), Austin, TX, Jan. 2013, pp. 99-101.
9. C. Risi, D. Persson, and E. G. Larsson, "Massive MIMO with 1-bit ADC," Apr. 2014. [Online]. Available: http://arxiv. org/abs/1404. 7736
10. J. Singh, O. Dabeer, and U. Madhow, "On the limits of communication with low-precision analog-to-digital conversion at the receiver," IEEE Trans. Commun., vol. 57, no. 12, pp. 3629-3639, Dec. 2009.
11. T. Koch and A. Lapidoth, "At low SNR, asymmetric quantizers are better," IEEE Trans. Inf. Theory, vol. 59, no. 9, pp. 5421-5445, Sep. 2013.
12. S. Verdú, "Spectral efficiency in the wideband regime," IEEE Trans. Inf. Theory, vol. 48, no. 6, pp. 1319-1343, Jun. 2002.
13. S. Krone and G. Fettweis, "Fading channels with 1-bit output quantization: Optimal modulation, ergodic capacity and outage probability," in Proc. IEEE Inf. Theory Workshop (ITW), Dublin, Ireland, Aug. 2010.
14. A. Mezghani and J. Nossek, "Analysis of Rayleigh-fading channels with 1-bit quantized output," in Proc. IEEE Int. Symp. Inf. Theory (ISIT), Toronto, ON, Canada, Jul. 2008, pp. 260-264.
15. S. Shamai (Shitz), "Information rates by oversampling the sign of a bandlimited process," IEEE Trans. Inf. Theory, vol. 40, no. 4, pp. 1230-1236, Jun. 1994.
16. T. Koch and A. Lapidoth, "Increased capacity per unit-cost by oversampling," in IEEE 26th Convention of Electrical and Electronics Engineers in Israel (IEEEI), Eliat, Israel, Nov. 2010, pp. 684-688.
17. S. Krone and G. Fettweis, "Capacity of communications channels with 1-bit quantization and oversampling at the receiver," in IEEE Sarnoff Symp. (SARNOFF), Newark, NJ, May 2012.
18. M. Coldrey and P. Bohlin, "Training-based MIMO systems: Part ii-improvements using detected symbol information," IEEE Trans. Signal Process., vol. 56, no. 1, pp. 296-303, Jan. 2008.
19. N. Jindal, A. Lozano, and T. Marzetta, "What is the value of joint processing of pilots and data in block-fading channels" in Proc. IEEE Int. Symp. Inf. Theory (ISIT), Seoul, Korea, Jun. 2009, pp. 2189-2193.
20. M. Dorpinghaus, A. Ispas, and H. Meyr, "On the gain of joint processing of pilot and data symbols in stationary rayleigh fading channels," IEEE Trans. Inf. Theory, vol. 58, no. 5, pp. 2963-2982, May 2012.
21. A. Zymnis, S. Boyd, and E. Candés, "Compressed sensing with quantized measurements," IEEE Signal Process. Lett., vol. 17, no. 2, pp. 149-152, Feb. 2010.
22. C. Studer and G. Durisi, "Quantized massive MIMO-OFDM uplink," 2015, in preparation.
23. T. L. Marzetta and B. M. Hochwald, "Capacity of a mobile multipleantenna communication link in Rayleigh flat fading," IEEE Trans. Inf. Theory, vol. 45, no. 1, pp. 139-157, Jan. 1999.
24. R. Devassy, G. Durisi, J. Ostman, W. Yang, T. Eftimov, and Z. Utkovski, "Finite-SNR bounds on the sum-rate capacity of Rayleigh block-fading multiple-access channels with no a priori CSI," Dec. 2014. [Online]. Available: http://arxiv. org/abs/1501. 01957
25. L. Tong, B. M. Sadler, and M. Dong, "Pilot-assisted wireless transmissions," IEEE Signal Process. Mag., vol. 21, no. 6, pp. 12-25, Nov. 2004.
26. S. Jacobsson, "Throughput analysis of massive MIMO uplink with one-bit ADCs," Master's thesis, Chalmers University of Technology, Gothenburg, Sweden, Jan. 2015.
27. C.-K. Wen, S. Jin, K.-K. Wong, C.-J. Wang, and G. Wu, "Joint channel-and-data estimation for large-MIMO systems with low-precision ADCs," Jan. 2015. [Online]. Available: http://arxiv. org/abs/1501. 05580
28. D. Arnold, H.-A. Loeliger, P. Vontobel, A. Kavcic, and W. Zeng, "Simulation-based computation of information rates for channels with memory," IEEE Trans. Inf. Theory, vol. 52, no. 8, pp. 3498-3508, Aug. 2006.
29. F. Rusek, A. Lozano, and N. Jindal, "Mutual information of IID complex Gaussian signals on block Rayleigh-faded channels," IEEE Trans. Inf. Theory, vol. 58, no. 1, pp. 331-340, Jan. 2012.