减少matlab for循环的运行时间

减少matlab for循环的运行时间,matlab,Matlab,我的matlab代码bellow需要很长时间才能运行。我怎么能把它写成只需几秒钟就可以运行的呢?如果你能帮助我,我将不胜感激。参数i、k_hat和alpha是常数 %%%%%%%%%%%%%%%%%%% p_desired=zeros(1,length(alpha)); p_ICI=zeros(1,length(alpha)); p_MUI=zeros(1,length(alpha)); tic for ss=1:length(alpha) uN=2*pi/N*Ts*abs(sin(a

我的matlab代码bellow需要很长时间才能运行。我怎么能把它写成只需几秒钟就可以运行的呢?如果你能帮助我,我将不胜感激。参数i、k_hat和alpha是常数

%%%%%%%%%%%%%%%%%%%

p_desired=zeros(1,length(alpha));
p_ICI=zeros(1,length(alpha));
p_MUI=zeros(1,length(alpha));
tic
for ss=1:length(alpha)
    uN=2*pi/N*Ts*abs(sin(alpha(ss)));
    uM=2*pi/M*Ts*abs(sin(alpha(ss)));
    for j=0:M/N-1
        for k=0:N-1
            for q=0:N-1
                for qq=0:N-1
                    for q_hat=0:N-1
                        for qq_hat=0:N-1
                            for n=0:M-1
                                for m=-Ng:M-1
                                    for n_hat=0:N-1
                                        for m_hat=-Ng:N-1
                                            if (n-m-n_hat+m_hat==0)
                                                if (i==j && k==k_hat)
                                                    p_desired(ss)=p_desired(ss)+((sin(-alpha(ss))-1i*cos(-alpha(ss)))/N)^.5*exp(1i/2*k_hat^2*cot(-alpha(ss))*uN^2)*exp(1i/2*q^2*cot(-alpha(ss))*Ts^2)*exp(-1i*2*pi*q*k_hat/N)...
                                                        *((sin(-alpha(ss))+1i*cos(-alpha(ss)))/N)^.5*exp(-1i/2*k_hat^2*cot(-alpha(ss))*uN^2)*exp(-1i/2*q_hat^2*cot(-alpha(ss))*Ts^2)*exp(+1i*2*pi*q_hat*k_hat/N)...
                                                        * ((sin(alpha(ss))-1i*cos(alpha(ss)))/N)^.5*exp(1i/2*qq^2*cot(alpha(ss))*uN^2)*exp(1i/2*k_hat^2*cot(alpha(ss))*Ts^2)*exp(-1i*2*pi*qq*k_hat/N)...
                                                        *((sin(alpha(ss))+1i*cos(alpha(ss)))/N)^.5*exp(-1i/2*qq_hat^2*cot(alpha(ss))*uN^2)*exp(-1i/2*k_hat^2*cot(alpha(ss))*Ts^2)*exp(+1i*2*pi*qq_hat*k_hat/N)...
                                                        *((sin(alpha(ss))-1i*cos(alpha(ss)))/M)^.5*exp(1i/2*(q+N*(i-1))^2*cot(alpha(ss))*uM^2)*exp(1i/2*n^2*cot(alpha(ss))*Ts^2)*exp(-1i*2*pi*(q+N*(i-1))*n/M)...
                                                        *((sin(alpha(ss))+1i*cos(alpha(ss)))/M)^.5*exp(-1i/2*(q_hat+N*(i-1))^2*cot(alpha(ss))*uM^2)*exp(-1i/2*n_hat^2*cot(alpha(ss))*Ts^2)*exp(+1i*2*pi*(q_hat+N*(i-1))*n_hat/M)...
                                                        *((sin(-alpha(ss))-1i*cos(-alpha(ss)))/M)^.5*exp(1i/2*m^2*cot(-alpha(ss))*uM^2)*exp(1i/2*(qq+N*(i-1))^2*cot(-alpha(ss))*Ts^2)*exp(-1i*2*pi*m*(qq+N*(i-1))/M)...
                                                        *((sin(-alpha(ss))+1i*cos(-alpha(ss)))/M)^.5*exp(-1i/2*m_hat^2*cot(-alpha(ss))*uM^2)*exp(-1i/2*(qq_hat+N*(i-1))^2*cot(-alpha(ss))*Ts^2)*exp(+1i*2*pi*m_hat*(qq_hat+N*(i-1))/M)...
                                                        *exp(1i*2*pi/M*(n-n_hat)*e)*exp(-abs(n-m)/gamma)* besselj(0,2*pi*abs(n-n_hat)*fd);
                                                elseif (i==j && k~=k_hat)
                                                    p_ICI(ss)=p_ICI(ss)+((sin(-alpha(ss))-1i*cos(-alpha(ss)))/N)^.5*exp(1i/2*k_hat^2*cot(-alpha(ss))*uN^2)*exp(1i/2*q^2*cot(-alpha(ss))*Ts^2)*exp(-1i*2*pi*q*k_hat/N)...
                                                        *((sin(-alpha(ss))+1i*cos(-alpha(ss)))/N)^.5*exp(-1i/2*k_hat^2*cot(-alpha(ss))*uN^2)*exp(-1i/2*q_hat^2*cot(-alpha(ss))*Ts^2)*exp(+1i*2*pi*q_hat*k_hat/N)...
                                                        * ((sin(alpha(ss))-1i*cos(alpha(ss)))/N)^.5*exp(1i/2*qq^2*cot(alpha(ss))*uN^2)*exp(1i/2*k^2*cot(alpha(ss))*Ts^2)*exp(-1i*2*pi*qq*k/N)...
                                                        *((sin(alpha(ss))+1i*cos(alpha(ss)))/N)^.5*exp(-1i/2*qq_hat^2*cot(alpha(ss))*uN^2)*exp(-1i/2*k^2*cot(alpha(ss))*Ts^2)*exp(+1i*2*pi*qq_hat*k/N)...
                                                        *((sin(alpha(ss))-1i*cos(alpha(ss)))/M)^.5*exp(1i/2*(q+N*(i-1))^2*cot(alpha(ss))*uM^2)*exp(1i/2*n^2*cot(alpha(ss))*Ts^2)*exp(-1i*2*pi*(q+N*(i-1))*n/M)...
                                                        *((sin(alpha(ss))+1i*cos(alpha(ss)))/M)^.5*exp(-1i/2*(q_hat+N*(i-1))^2*cot(alpha(ss))*uM^2)*exp(-1i/2*n_hat^2*cot(alpha(ss))*Ts^2)*exp(+1i*2*pi*(q_hat+N*(i-1))*n_hat/M)...
                                                        *((sin(-alpha(ss))-1i*cos(-alpha(ss)))/M)^.5*exp(1i/2*m^2*cot(-alpha(ss))*uM^2)*exp(1i/2*(qq+N*(i-1))^2*cot(-alpha(ss))*Ts^2)*exp(-1i*2*pi*m*(qq+N*(i-1))/M)...
                                                        *((sin(-alpha(ss))+1i*cos(-alpha(ss)))/M)^.5*exp(-1i/2*m_hat^2*cot(-alpha(ss))*uM^2)*exp(-1i/2*(qq_hat+N*(i-1))^2*cot(-alpha(ss))*Ts^2)*exp(+1i*2*pi*m_hat*(qq_hat+N*(i-1))/M)...
                                                        *exp(1i*2*pi/M*(n-n_hat)*e)*exp(-abs(n-m)/gamma) *besselj(0,2*pi*abs(n-n_hat)*fd);
                                                elseif (i~=j)
                                                    p_MUI(ss)=p_MUI(ss)+((sin(-alpha(ss))-1i*cos(-alpha(ss)))/N)^.5*exp(1i/2*k_hat^2*cot(-alpha(ss))*uN^2)*exp(1i/2*q^2*cot(-alpha(ss))*Ts^2)*exp(-1i*2*pi*q*k_hat/N)...
                                                        *((sin(-alpha(ss))+1i*cos(-alpha(ss)))/N)^.5*exp(-1i/2*k_hat^2*cot(-alpha(ss))*uN^2)*exp(-1i/2*q_hat^2*cot(-alpha(ss))*Ts^2)*exp(+1i*2*pi*q_hat*k_hat/N)...
                                                        * ((sin(alpha(ss))-1i*cos(alpha(ss)))/N)^.5*exp(1i/2*qq^2*cot(alpha(ss))*uN^2)*exp(1i/2*k^2*cot(alpha(ss))*Ts^2)*exp(-1i*2*pi*qq*k/N)...
                                                        *((sin(alpha(ss))+1i*cos(alpha(ss)))/N)^.5*exp(-1i/2*qq_hat^2*cot(alpha(ss))*uN^2)*exp(-1i/2*k^2*cot(alpha(ss))*Ts^2)*exp(+1i*2*pi*qq_hat*k/N)...
                                                        *((sin(alpha(ss))-1i*cos(alpha(ss)))/M)^.5*exp(1i/2*(q+N*(i-1))^2*cot(alpha(ss))*uM^2)*exp(1i/2*n^2*cot(alpha(ss))*Ts^2)*exp(-1i*2*pi*(q+N*(i-1))*n/M)...
                                                        *((sin(alpha(ss))+1i*cos(alpha(ss)))/M)^.5*exp(-1i/2*(q_hat+N*(i-1))^2*cot(alpha(ss))*uM^2)*exp(-1i/2*n_hat^2*cot(alpha(ss))*Ts^2)*exp(+1i*2*pi*(q_hat+N*(i-1))*n_hat/M)...
                                                        *((sin(-alpha(ss))-1i*cos(-alpha(ss)))/M)^.5*exp(1i/2*m^2*cot(-alpha(ss))*uM^2)*exp(1i/2*(qq+N*(j-1))^2*cot(-alpha(ss))*Ts^2)*exp(-1i*2*pi*m*(qq+N*(j-1))/M)...
                                                        *((sin(-alpha(ss))+1i*cos(-alpha(ss)))/M)^.5*exp(-1i/2*m_hat^2*cot(-alpha(ss))*uM^2)*exp(-1i/2*(qq_hat+N*(j-1))^2*cot(-alpha(ss))*Ts^2)*exp(+1i*2*pi*m_hat*(qq_hat+N*(j-1))/M)...
                                                        *exp(1i*2*pi/M*(n-n_hat)*e)*exp(-abs(n-m)/gamma)* besselj(0,2*pi*abs(n-n_hat)*fd);
                                                end
                                            else
                                                p_desired(ss)=p_desired(ss);
                                                p_ICI(ss)=p_ICI(ss);
                                                p_MUI(ss)=p_MUI(ss);
                                            end
                                        end
                                    end
                                end
                            end
                        end
                    end
                end
            end
        end
    end
end
toc 
  • 删除“
    对于ss=1:length(alpha)
    ”和相应的“
    end
  • 将所有“
    alpha(ss)
    ”转换为“
    alpha
  • 将所有“
    p\u所需(ss)
    ”转换为“
    p\u所需”
  • 将所有“
    p\u ICI(ss)
    ”转换为“
    p\u ICI
  • 将所有“
    pumui(ss)
    ”转换为“
    pumui
  • 将所有“
    *
    ”、“
    /
    ”和“
    ^
    ”分别转换为“
    *
    ”、“
    /
    ”和“
    ^
  • 将“
    elseif(i~=j)
    ”转换为“
    else
  • 删除以下代码:
  • 否则


    看起来你写了一段代码,写了这段代码。你是从一篇论文或其他什么地方得到的吗?虽然我可以坐下来研究你的代码在做什么,但我没有时间。如果你能以一种更容易消化的形式呈现,我也许能帮上忙。
        p_desired(ss)=p_desired(ss);
    
        p_ICI(ss)=p_ICI(ss);
    
        p_MUI(ss)=p_MUI(ss);