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Cellular System Capacity • Maximum number of users a cellular system can support in any cell. • Can be defined for any system. • Typically assumes symmetric data rates, cells, propagation, and mobility. • Depends on the user specifications and radio design – data rate, BER, modulation, coding, etc. Which link dictates capacity? • Reverse link – Noncoherent reception – Independent fading of all users – Requires power control • Forward link – Coherent demodulation using pilot carrier. – Synchronous combining of multipath. • Conclusion: reverse link is the limiting factor in capacity. – Claim: other cell interference will tend to equalize performance in each direction. CDMA Cellular Capacity • Single-Cell System – Similar to MAC user capacity W /R Eb / N 0 ( N 1) (h / S ) N 1 W /R h Eb / N 0 S – G=W/R is processing gain (W is bandwidth, R is data rate) h is interference plus noise - Assumes power control - Performance improvement through sectorization and voice activity 8C32810.44-Cimini-7/98 Sectorization • Base station omni antenna is divided into M sectors. • Users in other sectors do not cause interference. • Number of users per sector is Ns=N/M (reduces interference by M). • Requires handoff between sectors at the base station Voice Activity • Suppress signal when voice user not active. • Voice activity a=.35-.4 (reduces interference by 60-65%). • Requires resynchronization for every talk spurt. – Higher probability of dropping users. New Capacity (per cell) Eb / N 0 W /R ( N s 1)a (h / S ) M W /R h N MN s M a Eb / N 0 S • Capacity increased proportional to the number of sectors and inversely proportional to the voice activity (M/a typically around 8). • Claim: Thus, CDMA is competitive with FD/TD for a single-cell • Does not include impact of sectorization on out-of-cell interference. Multicell System • Codes reused in every cell. • No power control in forward link – Interference from adjacent cells can be very strong. • Power control in reverse link – All users within a cell have same received signal strength – Interference from other cells have variable power • Fast fading (interference and signal) neglected (S/I statistics). • The interferer’s transmit power depends on distance to his base station. • Received power at desired base depends on distance to base, propagation, and the interferer’s transmit power. Reverse Link Interference • Total path loss: propagation (d-4 falloff) and log-normal shadowing. x is Gaussian, 8 dB STD. L 10(x /10) r 4 • Instantaneous interference power 4 I (r0 , rm ) rm (x 0 x m ) /10 10 1 S r0 – rm is distance to interferer’s base – r0 is distance to desired base xm is shadowing to interferer’s base x0 is shadowing to desired base - S is received power with power control - Power less than 1 since otherwise would handoff to desired base Average interference power 4 rm (x 0 x m ) /10 I g 10 1 (rm / r0 ) 410(x 0 x m ) /10 1 rdA S r0 - A is the cell area. r is the user density (r=2Ns/Sqrt[3]) g is voice activity term (equals 1 w.p. a, 0 w.p. 1-a) - Must be integrated against distribution of m, r0, rm, x0, xm - Simplify distribution of m by assuming minimum distance. - r0, rm uniformly distributed. - Claim: I Gaussian since it’s a functional of a 2D white random process Mean and Variance • Numerical integration leads to E(I/S)=.247Ns • Second Moment: – Assumes autocorrelation of shadowing is a delta function. – Numerical integration leads to Var(I/S)=.078Ns • Calculations assume 8dB STD. • Total interference distribution Eb / N 0 W /R N s 1 i 1 i ( I / S ) (h / S ) i binomial r.v. with probability a Capacity Calculation • Calculate probability Eb/N0 below target (BER exceeds target) based on Ns and these statistics. . Ns 3 P( BER 10 ) P i I / S d i 1 W /R h d Eb / N 0 S • Compute outage probability as a function of Ns. – Assumes target Eb/N0 =5.. d=30 • Similar calculation for uplink An Alternate Approach • Simulation approach • Includes three rings of interfering cells • Capacity for TDMA and CDMA compared – Similar assumptions about voice activity and sectorization – TDMA assumes FH with dynamic channel allocation Capacity degradation • Voice activity changed from .375 to .5, -30% change • Path-loss changed from 4 to 3, -20% change • Multipath fading added, -45% change • Handoff margin changed from 0 to 6 dB, -40% change • Power control error changed from 0 to 1 dB, -35% change