Rf and if digitization in Radio Receivers: Theory, Concepts, and Examples



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baseband signal
Chương-3, tham-số-hiệu-năng, OFDM vs OFDMA
2.1.2  Out-of-Band Energy  

Two practical problems arise when sampling at the 2f

max

 rate: defining what a bandlimited signal 

is for real systems and analog filtering before the ADC stage. A theoretically defined 

bandlimited signal is a signal with no frequency components above a certain frequency. When 

considering real signals such as an RF signal at the input of a radio receiver, however, signals of 

all frequencies are always present. While all frequencies are always present, it is the amplitude of 

these frequencies that is the important factor. In particular, the relative amplitude of the 

undesired signals to the desired signal is important. When digitizing an RF or IF signal at the 

2f

max

 rate in a radio receiver, undesired signals (above one-half the sampling rate) of a sufficient 

amplitude can create spectrum overlap and distort the desired signal. This phenomenon is 



 

illustrated in Figure 2. Figure 2(a) shows the spectrum of the analog input signal with its desired 



and undesired components. If this signal is sampled at two times the highest frequency in the 

desired signal f



d

, the resulting spectrum of the sampled signal F



s

(f) is shown in Figure 2(b). Note 

that spectrum overlap has occurred here (i.e., the spectrum of the undesired signal occurs within 

the spectrum of the desired signal). This causes distortion in the reconstructed desired signal.  

 

Figure 2. Spectrum of: (a) a continuous-time analog signal with a desired and undesired 



component and (b) the signal sampled at f

s

=2f

d

 

This effect raises an important question: “How large do signals occurring above f



s

/2 need to be 

for the distortion of the desired signal to be caused predominantly by spectrum overlap and not 

ADC nonlinearities?” Nonlinearities in the ADC cause spurious responses in the ADC output 

spectrum. Distortion due to spectrum overlap can be said to predominate distortion due to ADC 

nonlinearities when the undesired signals appearing in the frequency band from 0 to f



s

/2 due to 

spectrum overlap exceed the largest spurious response of the ADC due to nonlinearities. 

Therefore, undesired signals appearing in the frequency band from 0 to f



s

/2 due to spectrum 

overlap must be lower in power than the largest spurious response of the ADC. In other words, 

distortion of the desired signal is predominated by ADC nonlinearities (and not spectrum 

overlap) if signals higher in frequency than f

s

/2 are lower in power than the largest spurious 

response of the ADC. This can be quite a stringent requirement. Depending upon the details of 

the radio system, this requirement may be eased.  

To determine ways to “ease” this requirement, the following questions should be asked: “How 

much distortion of the desired signal is tolerable?” “Do the bandwidth and frequency content of 

both the desired signal in the frequency band from 0 to f

s

/2 and the undesired signals above the 

frequency band from 0 to f

s

/2 effect the distortion of the desired signal?” These questions are 

best answered by considering the details of the specific radio system such as the type of source 



 

information (voice, data, video, etc.); the desired signal bandwidth; the modulation and coding 



techniques; the undesired signal characteristics (bandwidth, power, and type of signal); and the 

performance criterion used to evaluate the reception quality of the desired signal. System 

simulation is a valuable tool for providing answers to these questions for specific radio systems 

and operating environments.  




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