Tuesday, 6 June 2017

Gnuplot/C Now Supports Multiplot Capabilities

A new version of Gnuplot/C has been uploaded to SourceForge that includes Multiplot capabiliites : https://sourceforge.net/projects/gnuplotc/. A simple example is shown in the following image :

In addition to handling multiplots, Gnuplot/C also includes a number of updates and optimizations for faster graph updates, particularly in 2D plots.

Tuesday, 21 February 2017

Numerix Host Library .wav file read / write functions updated

New functions have been added to the Numerix Host Library to include new .wav file read/write functions from C/C++ programs.

Here is a summary of the .WAV file header format :

    4 bytes     "RIFF"      ID for a RIFF file
    4 bytes     xxxx        Length of waveform (Bytes)
    8 bytes     "WAVEfmt "  ID for a .WAV file
    4 bytes     xxxx        Size of format section (Bytes)
    2 bytes     xx          Format - "1" indicates PCM data
    2 bytes     xx          Number of channels
    4 bytes     xxxx        Sample rate (Hz)
    4 bytes     xxxx        Data rate (Bytes per second)
    2 bytes     xx          Bytes per sample (rounded up)
    2 bytes     xx          Bits per sample
    /additional informaiton that may be used in more complex wave files/
    4 bytes     "data"      ID for data section
    4 bytes     xxxx        Length of data section (Bytes)

The .wav file functions allow reading and writing of .wav files from standard C/C++ programs and includes full source code.

The library can be downloaded from : http://numerix-dsp.com/files/.

Thursday, 19 January 2017

Gnuplot/C On A Mac

I recently tried to install Gnuplot/C on a Mac.
I tried "sudo port install gnuplot +wxwidgets" but ran into the DNS problem : https://trac.macports.org/wiki/MisbehavingServers.
I doubt my ISP is going to change their ways at my request so I tried Brew instead :

$ Brew install gnuplot --with-wxmac

Perfect, lets test gnuplot :

$ gnuplot
gnuplot> plot sin(x)

Excellent, a nice little sinusoid.
Now let's test Gnuplot/C :

$ cd gnuplot_c/examples/
$ ./br.sh LinesAndPoints
sh: /dev/nul: Permission denied
sh: /dev/nul: Permission denied

Oops. Another quick search suggested :

$ sudo mknod /dev/nul c 1 3
$ sudo chmod 666 /dev/nul

Now let's test Gnuplot/C again :

$ ./br.sh LinesAndPoints

Excellent. All running nicely :-)

Sunday, 8 January 2017

Some Thoughts On Benchmarking Applications On A Pentium PC (Windows/Mac/Linux)

The ability to benchmark DSP algorithms to check that they execute in real time is a key part of the DSP development process. I've written several blog posts on the subject including :


While benchmarking code to run on a traditional DSP or embedded microcontroller is a relatively simple task, due to the deterministic nature of DSP architectures, doing the same on a Pentium PC is quite tricky. I've recently tried two of the most common techniques for benchmarking DSP algorithms on a Pentium PC. The two techniques are :

    Reading the Pentium Time Stamp Counter Register : http://stackoverflow.com/questions/9887839/clock-cycle-count-wth-gcc
    Instruction counting using GDB : http://stackoverflow.com/questions/21628002/counting-machine-instructions-using-gdb

The Time Stamp Counter option has a lot of disadvantages when used in a multi-tasking OS due to the whole task switching happening in parallel with the application.
The inital overhead calculation may take longer, due to a task switch, so the final benchmark may take less than 0 cycles when subtracting the overhead of calling the timer functions.

The GDB solution counts instructions but does not allow for pipelining, caching, and run-time parallel instruction execution.

So far the only option I have come up with is to use a statistical analysis of the results to get an approximation to how efficient an algorithm is.

Here are some results from some different filter functions that I have benchmarked (more details in an upcoming post about the different filtering functions).

The TSC technique shows that runtime parallelization of code gives better than 1 instruction per cycle execution but each mode was executed a twenty times and the average result was taken so take note of the problems listed above.

MODE    GDB         TSC
1              2514          975
2              1171          754
3              1188          547

In summary, GDB instruction counting gives a good approximation to how efficient an algorithm is but the Time Stamp Counter solution gives a better estimate to the actual number of CPU clock cycles are required.

Tuesday, 3 January 2017

Gnuplot/C Update II

A new version of Gnuplot/C has been uploaded to SourceForge that includes polar plotting capabiliites : https://sourceforge.net/projects/gnuplotc/.

This adds logarithmic x-axis support to the existing plot types.

Here is an image showing the capabilities :

The DTMF tones were generated using the SigLib DSP library.