RF Power Consumption Emulation Optimized with Interval Valued Homotopies
This paper presents a methodology towards the emulation of the electrical power consumption of the RF device during the cellular phone/handset transmission mode using the LTE technology. The emulation methodology takes the physical environmental variables and the logical interface between the baseband and the RF system as inputs to compute the emulated power dissipation of the RF device. The emulated power, in between the measured points corresponding to the discrete values of the logical interface parameters is computed as a polynomial interpolation using polynomial basis functions. The evaluation of polynomial and spline curve fitting models showed a respective divergence (test error) of 8% and 0.02% from the physically measured power consumption. The precisions of the instruments used for the physical measurements have been modeled as intervals. We have been able to model the power consumption of the RF device operating at 5MHz using homotopy between 2 continuous power consumptions of the RF device operating at the bandwidths 3MHz and 10MHz.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1057359Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1387
 3GPP Technical Specification 36.101, v8.0.0 edition, 2007.
 NI PXI/PCI-5922 Specifications, 2007.
 Programmable DC Power Supplies, 2007.
 3GPP Technical Specification 36.211, v8.9.0 edition, 2009.
 Rohde & Schwarz Signal analyzer, 2010.
 E. L. Allgower and K. Georg. Numerical continuation methods: an introduction. Springer-Verlag New York, Inc. New York, NY, USA, 1990.
 MIPI Alliance. http://www.mipi.org/specifications/digrfsmspecifications, 2011.
 C. Bachmann, A. Genser, C. Steger, R. Weiss, and J. Haid. Automated power characterization for run-time power emulation of soc designs. In Digital System Design: Architectures, Methods and Tools (DSD), 2010 13th Euromicro Conference on, pages 587 -594, 2010.
 Christopher M. Bishop. Pattern Recognition and Machine Learning. Springer, 2006.
 B.Sklar. Digital Communications, Fundamentals and applications. Prentice hall PTR, 2001.
 C. V. Clarence. Electrical Engineering: The Theory and Characteristics of electrical Circuits and Machinery. McGraw-Hill, 1917.
 J. Coburn, S. Ravi, and A. Raghunathan. Hardware accelerated power estimation. In Design, Automation and Test in Europe, 2005. Proceedings, pages 528 - 529 Vol. 1, 2005.
 J. Coburn, S. Ravi, and A. Raghunathan. Power emulation: a new paradigm for power estimation. In Design Automation Conference, 2005. Proceedings. 42nd, pages 700 - 705, 2005.
 Xian Cui. Efficient radio frequency power amplifiers for wireless communicaiton. PhD thesis, The Ohio State University, 2007.
 R.Baker Kearfott E. Ramon Moore and Michael J. Cloud. Introduction to interval analysis. SIAM (Society for Industrial and Applied Mathematics Philadelphia), 2009.
 N. G. Ejup and G. H. Tyler. McGraw-Hill-s Engineering companion. McGraw-Hill, 2002.
 J. Groe. Polar transmitters for wireless communications. Communications Magazine, IEEE, 45(9):58 -63, 2007.
 J. Haid, C. Bachmann, A. Genser, C. Steger, and R. Weiss. Power emulation: Methodology and applications for hw/sw power optimization. In Formal Methods and Models for Codesign (MEMOCODE), 2010 8th IEEE/ACM International Conference on, pages 133 -138, 2010.
 Harri Holma and Antti Toskala. LTE for UMTS: OFDMA and SC-FDMA Based Radio Access. Wiley & Sons, 2008.
 M. Racanelli, S. Voinegescu, and P. Kempf. High performance sige bicmos technology. In Wireless Communications and Applied Computational Electromagnetics, 2005. IEEE/ACES International Conference on, pages 430 - 434, 2005.
 V. Radisic, Y. Qian, and T. Itoh. Broad-band power amplifier using dielectric photonic bandgap structure. Microwave and Guided Wave Letters, IEEE, 8(1):13 -14, January 1998.
 B. Razavi. Rf transmitter architectures and circuits. In Custom Integrated Circuits, 1999. Proceedings of the IEEE 1999, 1999.
 C.B. Ribeiro, K. Hugl, M. Lampinen, and M. Kuusela. Performance of linear multi-user mimo precoding in lte system. In Wireless Pervasive Computing, 2008. ISWPC 2008. 3rd International Symposium on, pages 410 -414, May 2008.
 Liang Rong, F. Jonsson, Lirong Zheng, M. Carlsson, and C. Hedenas. Rf transmitter architecture investigation for power efficient mobile wimax applications. In System-on-Chip, 2008. SOC 2008. International Symposium on, pages 1 -4, nov. 2008.
 F. M. William. Principles of Physics: Designed for Use as a Textbook of General Physics. University of Michigan Library, 2009.
 Chunming Zhao, Robert J. Baxley, G. Tong Zhou, Deepak Boppana, and J. Stevenson Kenney. Constrained clipping for crest factor reduction in multiple-user ofdm. In Radio and Wireless Symposium, 2007 IEEE, pages 341 -344, 2007.