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smoothening techniques for ADC/DAC data (DSP)


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shyam

Wed Mar 26 2008, 11:11PM

Registered Member #2984

Joined: Mon Aug 06 2007, 11:33AM

Posts: 723
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post your doubts here
http://www.8051projects.net/forum-t7669-last.html

hello everybody...

as an embedded enthusiast.. we all know the importance of external signals received by the micro-controllers/proccessors...

most of the time these signals are analog in nature. in such cases we usually go for ADC's
to convert these physicall quantities to digital...

further sometimes you are required to generate analog signals from the digital data u already have.. ex. MP3 player. in such case we go for the DAC.

these ADC's and DAC's are supposed to be accurate.. but there are certain abonamilities that creep in... these may render your data useless..

for the precaution , therefore we go for signal conditioning circuits!!

these signal conditioning are nothing but filters used to reduce ripples..and noise content..
now we all know that there are certain limitations to hardware as well as software....

here comes the concep of DSP algorithms.....

certain high quality embedded products use DSP(proccessors ) as co-proccessors to their main proccessors/controllers...
these DSPs have certain features that enables them to be used for very fast and very complex calculations including imaginary value arithmetic...

still there are some signal proccessing algorithms that we can implement easily in our controllers / proccessors.. to give them that product like feel...

so here i am requesting all your contribution to this coloumn by submitting your signal proccessing algorithms plus doubts in them ...

before we start: this is how u shud select your ADC:
Successive approximation A/D converters are used routinely in applications of 1 MHz or less.

For higher rates, parallel or flash converters are used. These perform comparisons in parallel. The hardware is more complicated, but the conversion time is much smaller. The number of bits per sample are more limited (typically 12 bits or less), but the sample frequency range can extend into the 1 GHz range (useful for digital communications systems).

Flash converters can be cascaded to achieve better performance.

[ Edited Fri Mar 28 2008, 08:44PM ]

lProgress is not made by early risers or hard workers, but by LAZY people, trying to find easier ways to do the same........

smoothening techniques for ADC DAC data signal conditioning circuit techniques

shyam

Thu Mar 27 2008, 12:03AM

Registered Member #2984

Joined: Mon Aug 06 2007, 11:33AM

Posts: 723
Thanked 107 times in 103 posts

SAMPLE AND HOLD FUNDAMENTAL

please refer to the above circuit and any doubts please post
@
http://www.8051projects.net/forum-t7669-last.html

ref: http://www.ece.msstate.edu/

[ Edited Thu Mar 27 2008, 09:19PM ]

lProgress is not made by early risers or hard workers, but by LAZY people, trying to find easier ways to do the same........

sample and hold fundamental

shyam

Fri Mar 28 2008, 08:39PM

Registered Member #2984

Joined: Mon Aug 06 2007, 11:33AM

Posts: 723
Thanked 107 times in 103 posts

NOISE cud be of some help too ...

well we all always are against the noise increpency to the signal...!!!
some times it (noise) can come out to be of great help...
for a better reading/understanding you shud read some tpoics about spread spectrum techniques.. these are actually carried out in frequency domain.. since it is not easy in our gud old 51 to compute comlex numbers(imaginary part), we tend to work in time domain.. so here i shall be discussing the use of noise in time domaun only!

lets move a little ahead of the sample hold technique..
assume sample rate to be 5 / sec
run a loop so that to read 5 adc data in 1 sec.

suppose u get 3.3v 2.9v 3.7v 2.4v 2.8v...
take average of these values u get.. 3.02v

so u can just write
adc0=3.02v
adc1=3.02v
adc2=3.02v
adc3=3.02v
adc4=3.02v

now let us add a fixed noise thru code.. suppose u r adding 10v noise thru code.. i.e.
the values will change to 13.3v 12.9v 13.7v 12.4v 12.8v
taking average u get 13.46

now let us reduce the noise..
we get 13.46 -10
=3.46 v... !!!!!

try the above example over and over and u will find that
the latter one (with noise ) will get u a better representation of data...
hint what if a spike creeps in making one of the data to 6v?? try for your self!!

lProgress is not made by early risers or hard workers, but by LAZY people, trying to find easier ways to do the same........