Receiver Sensitivity Equation for Spread Spectrum Systems
Deriving Eb/No Relationship From Noise Factor, FBy definition, F is the ratio of signal-to-noise at the input of a device (a single stage, multiple stages, or the complete receiver) to the signal-to-noise at the output of the same device (Figure 1). Since noise varies in an unpredictable manner from one point in time to the next, taking the ratio of the mean-square signal to the mean-square noise forms the signal-to-noise ratio (SNR).
Following are the definitions for parameters used in Figure 1 and for the sensitivity equation:
Sin = available input signal power (W)
Nin = available input thermal noise power (W) = KTBRF where:
K = Boltzmann's constant = 1.381 × 10-23 W/Hz/K,
T = 290K at room temperature and
BRF = RF carrier bandwidth (Hz) = chip rate for the spread-spectrum system
Sout = available output signal power (W)
Nout = available output noise power (W)
G = device gain (numeric)
F = device noise factor (numeric)
F is defined as follows
F = (Sin / Nin) / (Sout / Nout) = (Sin / Nin) ×(Nout / Sout)Solving for Nout in terms of the input noise, Nin
Nout = (F × Nin× Sout) / Sin where Sout = G × Sinresults in
Nout = F × Nin × GThe average modulating signal power is defined as S = Eb / T, where Eb is the energy in the bit interval in W-s and T is the bit time interval in seconds.
The relationship for the average modulating signal power for the user's data rate is calculated as follows
1 / T = user bit rate, Rbit in Hz, which results in Sin = Eb × RbitBased on the previous equations, the signal-to-noise ratio at the output of the device in terms of Eb/No is
Sout / Nout = (Sin × G) / (Nin × G × F) =where KTF represents the noise power (No) in a 1-bit interval.
Sin / (Nin × F) =
(Eb × Rbit) / (KTBRF × F) =
(Eb/ KTF) × (Rbit / BRF),
Sout / Nout = Eb/No × Rbit / BRFWith the RF bandwidth, BRF being equal to the chip rate W in a spread spectrum system, the processing gain (PG = W/Rbit) can be defined as
PG = BRF / RbitTherefore, Rbit / BRF = 1/PG, which results in the output signal-to-noise ratio
Sout / Nout = Eb/No × 1 / PG.Note: For a system that is not spread in bandwidth (that is W = Rbit), the value of Eb/No is numerically equal to SNR.
Receiver Sensitivity EquationTo determine SNR for a given input signal level, solve for Sin from the noise factor equation
F = (Sin / Nin) / (Sout / Nout) or F = (Sin / Nin) × (Nout / Sout)Sin can also be expressed as
Sin = F × Nin × (Sout / Nout)
Sin = F × KTBRF × Eb/No × 1/PGIn a more useful logarithmic form, take 10 × log of each term yielding units of dB or dBm. With the noise figure NF (dB) = 10 × log (F), this leads to the following receiver sensitivity equation
Sin (dBm) = NF (dB) + KTBRF (dBm) + Eb/No (dB) - PG (dB)
Numeric ExampleThe following example is for a spread-spectrum WCDMA cellular base station receiver. Though the receiver sensitivity equation holds true for all levels of input signal level, this example uses the maximum specified input signal power at the minimum specified sensitivity in percent of the Bit Error Rate (%BER) for a given Eb/No. Following are the conditions for this numeric example:
- The maximum specified input signal level has to meet the minimum specified system sensitivity for a 12.2kbps digital voice data rate signal at -121dBm.
- The specified BER (0.1%) can be achieved for an Eb/No value of 5dB for the QPSK modulated signal.
- The RF bandwidth is equal to the chip rate, which is 3.84MHz.
- KTBRF(log) = 10 × log(1.381 × 10-23 W/Hz/K × 290K × 3.84MHz × 1000mW/W) = -108.13dBm.
- For a specified user data rate of Rbit equal to 12.2kbps, PG is PG = Rchip / Rbit = 314.75numeric or 25dBlog.
- Substituting these values and solving for Sout / Nout = Eb/No × Rbit / BRF yields the output signal-to-noise ratio as 5dB - 25dB = -20dB. This shows that spread spectrum systems actually operate with negative SNR for a spread bandwidth.
Sin (dBm) = NF (dB) + KTBRF (dBm) + Eb/No (dB) - PG (dB)The following steps and Figure 2 provide additional guidance to finding NFmax:
Step 1: The maximum specified RF input signal at desired sensitivity is -121dBm for WCDMA.
Step 2: Subtract the Eb/No value of 5dB, which yields the maximum allowable noise level in the user bandwidth (12.2kHz) of -126dBm.
Step 3: Determine the maximum noise level in the RF carrier bandwidth by adding a processing gain of 25dB, which results in the maximum allowable noise level of -101dBm.
Step 4: Subtract the maximum allowable noise level from device input noise level resulting in NFmax = 7.1dB.
Note: If a more efficient detector is used in the receiver design that only requires an Eb/No value of 3dB instead of 5dB, a receiver sensitivity level of -123dBm can be obtained for the same receiver NFmax of 7.1dB. On the other hand, a higher NFmax of 9.1dB can still be tolerated and meet the maximum specified input signal level of -121dBm at sensitivity for the reduced Eb/No value.
ConclusionUsing the receiver sensitivity equation,
Sin (dBm) = NF (dB) + KTBRF (dBm) + Eb/No (dB) - PG (dB)derived from the noise factor definition, designers can determine the receiver parameter trade-offs in a spread spectrum link budget for any given input signal level, which makes it particularly useful to determine system sensitivity.
- CDMA Systems Engineering Handbook, Jhong Sam Lee & Leonard E. Miller, Artech House Publishers, 1998.
- CDMA RF System Engineering, Samuel C. Yang, Artech House Publishers, 1998.