1、Discrete-time signals, also referred to as sequences, are denoted by functions whose arguments are integers. For example , x(n) represents a sequence that is defined for integer values of n and undefined for non-integer value of n . The notation x(n) refers to the discrete time function x or to the
2、value of function x at a specific value of n .The distinction between these two will be obvious from the contest .Some sequences and classes of sequences play a particularly important role in discrete-time signal processing .These are summarized below. The unit sample sequence, denoted by (n)=1 ,n=0
3、 ,(n)=0,otherwise (1)The sequence (n) play a role similar to an impulse function in analog analysis .The unit step sequence ,denoted by u(n), is defined as U(n)=1 , n0 u(n)=0 ,otherwise (2)Exponential sequences of the form X(n)= (3)Play a role in discrete time signal processing similar to the role p
4、layed by exponential functions in continuous time signal processing .Specifically, they are eigenfunctions of discrete time linear system and for that reason form the basis for transform analysis techniques. When =1, x(n) takes the form x(n)= A (4) Because the variable n is an integer ,complex expon
5、ential sequences separated by integer multiples of 2 in (frequency) are identical sequences ,I .e: (5) This fact forms the core of many of the important differences between the representation of discrete time signals and systems .A general sinusoidal sequence can be expressed as x(n)=Acos(n +) (6)wh
6、ere A is the amplitude , the frequency, and the phase .In contrast with continuous time sinusoids, a discrete time sinusoidal signal is not necessarily periodic and if it is the periodic and if it is ,the period is 2/0 is an integer .In both continuous time and discrete time ,the importance of sinus
7、oidal signals lies in the facts that a broad class of signals and that the response of linear time invariant systems to a sinusoidal signal is sinusoidal with the same frequency and with a change in only the amplitude and phase .Systems:In general, a system maps an input signal x(n) to an output sig
8、nal y(n) through a system transformation T.The definition of a system is very broad . without some restrictions ,the characterization of a system requires a complete input-output relationship knowing the output of a system to a certain set of inputs dose not allow us to determine the output of a sys
9、tem to other sets of inputs . Two types of restrictions that greatly simplify the characterization and analysis of a system are linearity and time invariance, alternatively referred as shift invariance . Fortunately, many system can often be approximated by a linear and time invariant system . The l
10、inearity of a system is defined through the principle of superposition:Tax1(n)+bx2(n)=ay1(n)+by2(n) (7)Where Tx1(n)=y1(n) , Tx2(n)=y2(n), and a and b are any scalar constants.Time invariance of a system is defined as Time invariance Tx(n-n0)=y(n-n0) (8)Where y(n)=Tx(n) andis a integer linearity and
11、time inva riance are independent properties, i.e ,a system may have one but not the other property ,both or neither .For a linear and time invariant (LTI) system ,the system response y(n) is given by y(n)= (9)where x(n) is the input and h(n) is the response of the system when the input is (n).Eq(9)
12、is the convolution sum .As with continuous time convolution ,the convolution operator in Eq(9) is commutative and associative and distributes over addition:Commutative : x(n)*y(n)= y(n)* x(n) (10)Associative: x(n)*y(n)*w(n)= x(n)* y(n)*w(n) (11)Distributive: x(n)*y(n)+w(n)=x(n)*y(n)+x(n)*w(n) (12)In
13、 continuous time systems, convolution is primarily an analytical tool. For discrete time system ,the convolution sum. In addition to being important in the analysis of LTI systems, namely those for which the impulse response if of finite length (FIR systems).Two additional system properties that are referred to frequently are the properties of stability and causality .A system is considered stable in the bounded input-bounder output(BIBO)sense if and only if a boun
copyright@ 2008-2022 冰豆网网站版权所有
经营许可证编号:鄂ICP备2022015515号-1