Science topic

Analog-Digital Conversion - Science topic

The process of converting analog data such as continually measured voltage to discrete, digital form.
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can I say that if I have a string of 8 bits 10101010 , so from this bits if I transmit one bit per second then can i say it is bit rate and same if I trasmit one symbol per sec that it will be symbol rate which is my baudrate which will be equal here right ?
and If i go in higher modulation then my symbol rate will increase as my symbol will contain more bits with given over log2 M in this case M=8 so each symbol will contain 3 bits so my smbol rate will be higher rate ?
Am I right or Am I missing any key information here please tell me!
Thank You !!
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Thank You very much Aparna Sathya Murthy Maam!!
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I have a formula to caluculate sqnr = 10log10 (a) +6V+4.8 how sqnr is Related to v bits and N levl of Qunatization? as fas as i know the N no more level will give me more resolution in Quantization , what is the Role Of V Bits and and what is tradeoff between SQNR , V and N Levels?
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Even almost 20 years after the first Digital Twin (DT) concept was presented by NASA, there is still no broad implementation of DTs in industry is known to date. Why is that? What is hindering companies in developing DTs? What are the biggest obstacles? And where could research provide additional and useful support?
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Dr. Trauer, We were busy with a very similar question some time ago. Based on a literature survey, we concluded that there were six major (families of) obstacles: (i) exponentially growing . complexities (complicatedness), (ii) trade-off limitations (investments/efforts and benefits/gains), (iii) real-life coupling (interfacing, interoperation, and reliability), and (iv) computational performance issues, (v) verification and validity issues, and (vi) unclear responsibility (legal) matters. Seemingly, these are still valid in the present days. Regards, I.H.
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I have a turbine flowmeter giving a frequency output (-5 : 5 V) with a wave shape as in the figure attached. This signal is fed to a Digital-to-analog converter to give a 4-20 mA signal to feed to my DAQ.
Now, I need to set the range for the converter (to know which frequency gives which current), to do this I should use a function generator, and I won't be able to produce the same shape as the output from the flow meter, so the question is:
Is the output signal (4-20 mA) dependent on the shape of the input wave or just the frequency?
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Dear Ibrahim,
Please, the data sheet of the flowmeter and the DAC should be provided. Before you talk about the frequency output (-5:5v), what is your input parameter? But, if you have really considered the above parameter, the answer is No.
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I am designing a ladder based dac, but I am unable to obtain the correct spectrum plot. I have attached the required images of the obtained output and the spectrum plot. Currently , I have simulated it in a smaller level for analysis purpose at 3bit resolution but I want to design it at 12bit resolution. Kindly help where am I going wrong?
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Here I have attached the spectrum plot of ideal adc and dac present in cadence. The resulting enob=0.293bits
Sinad=3.53dB
SFDR= 6.67dB
What mistake am I making?
Vin= 500mV(DC)+500mV(amplitude)+260k(freq)
Vpulse=0-5V (400nS period)
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I want to acquire an A3 scanner for historical aerial photography. I will use these images for digital photogrammetrical reconstruction and the quality and consistency (lack of deformations caused by the scanning process) is essential. After doing some preliminary reading it is still not clear to me what scanning method is better for this purpose CCD or CIS as I have found very different opinions on this subject.
I would be thankful if I could get opinions about this and, if possible, recommendations of good A3 scanners for this task.
Thanks,
Hector
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Thanks for your help with this Tomás Zarza !
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I want to find the application where we need direct gray code instead of converting analog signal into binary code.
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I also have the same concern. Especially for analog signals.
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Apparently, in some countries, they are founded, usually somewhere underground, in specially created bunkers capable of surviving climatic disasters and other banks of large collections of information on the achievements of human civilization gathered on digital data carriers.
These are properly secured Big Data database systems, data warehouses, underground information banks, digitally recorded.
The underground bunkers themselves can survive various climatic and other calamities for perhaps hundreds or thousands of years.
But how long will the large collections of information survive in these Big Data systems and data warehouses stored on digital media?
Perhaps a better solution would be to write this data analogically on specially created discs?
Already in the 1970s, a certain amount of data concerning the achievements of human civilization was placed on the Pioneer 10 probe sent to space that recently left the solar system and will be nearest 10,000 year flying with the information about human civilization to the Alpha Centauri constellation.
At that time, the amount of data sent to the Universe regarding the achievements of human civilization was recorded on gold discs.
Is there a better form of data storage at the moment when this data should last thousands of years?
Please reply
Best wishes
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Theoretically thousands years unless unexpected disasters occur...
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Hi, We have a digitizer, and we want to calculate it's response (pole- zero or amplitude-phase of the system),
knowing the chip used in digitizer, we know that it has 24-Bit resolution, and it's peak-peak is 5 (+-2.5) volts, Now, if anyone can suggest a way to obtain the response? For example by giving the step input (with a signal generator and obtain the outputs in counts),
Furthermore, How sampling rate affect the response, should we calculate one specific response for each sampling rate?
Thank you,
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Hello Hossein,
Yes, you are on the right track. And I further understand that you have sampled the input signal at 200SPS.
Well, can I invite your kind attention to your own answer a year ago where you have shown your various input signals via 1.png graphics file.
I can see that you had fed a 50mV signal with 1Hz, 10% duty cycle and have sampled this pulse signal with various rates as 50, 100 and 200 SPS rates.
Now you have acquired the technique as to how to sample the signal, get the data and analyze using some tools like MATLAB, you repeat the same 1Hz 10% square wave input and check how your ADC is responding in a similar way as the you have fed this SINC input.
And see what results you get? Hopefully you shall get what you have been looking for such a long period of time!
Bye the way kindly accept my belated Ramadan Greetings!
All the best!
-Prasanna
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I am trying to program the HX711 chip on Arduino, but i need the resulting values to be displayed faster than they already are.
i tried to modify the HX711 library code but it did not show significant differences.
Any suggestion about how can i modify the code so i can increase the speed of showing results.
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Another idea from under the shower: let the PC do the conversion of numbers into ASCII characters. Send your data in binary form.
Regards,
Joachim
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Dear all,
I am working at a movement analysis laboratory. We have several equipment, such as Optitrack motion capture cameras, a Delsys Bagnolli EMG and an ultrasound unit, among others. The main challenge of the laboratory is to have as many equipment synchronized as possible, so we can expand our research areas. Thus, would anyone help us with some guidelines or reading suggestions about data acquisition, analog/digital conversion and digital synchronization? Our idea is to use a master/slave sync with the equipment, but we would like to understand the given date in order to avoid acquisition errors. Also, we currently have a NI USB-6225 DAQ which has not been used yet.
Thanks beforehand,
Jorge
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I send a pdf file ,i think is useful
best wishes
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I have a modulator that through an inductive link, I send my ASK modulated data to the secondary coil and on the secondary part, with some circuit I detect my data, now I want to compare two transmitted data and received data together and calculate bit error rate, as a transmitted data I put an LFSR circuit in the transmitter circuit and use PBRS5 (a pattern of random data producer) .I think that I need some digital electronics information that determine to me how to get data and compare it to the transmitted data. I used serial port for example RS232 to get data. but because of start and stop bit of serial port it was not true(because my random data is not in serial format, it is millions bits of random). so what port should I use and how calculate the bit error rate. I want a true and simple method to calculate this parameter practically.
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Hi,
if I understand your experiment, you want to send the generated data using a serial port. The RS232 mentioned by you has its own protocol. The start and stop bit do not the transmitted data. The workflow of the RS232 port generates these bits themselves and, on the receiving side, the receiver protocol again removes the start and stop bits from the transmitted data.
The problem may be the speed of data generation and RS232 bandwidth (limited speed).
You can compare the input and output data of your experiment with the XOR circuit. If the coincident input and output bits are different, the XOR circuit will generate logic output 1. If you divide the number of logic 1 at the XOR output by the number of tranferred bits, you get the percentage of error tranferred bits.
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I am looking for reading material for signal sampling FFT and IFFT?
Examples in matlab are also very useful!
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Does anyone know about typical values of mismatches in a practical TI-ADC such as offset mismatch, gain mismatch and timing mismatch?
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thank you very much :)
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I'm using BeagleBone Black to detect frequencies present in an unknown signal (whose fundamental frequency can range from 45 Hz to 55 Hz ). I've used the following Python program to obtain a value for fundamental frequency of the unknown signal. 
import numpy as np
x = np.loadtxt('C:/Users/username/Downloads/ADCvalues.txt')
x = x[:320] # No. of samples of one AC cycle is still less accurate
x = x - 2276 # DC offset
w = np.fft.fft(x, n=(16000*100)) # 16 kHz sampling frequency and multiplied by 100 to increase frequency resolution so that each frequency bin corresponds to 0.01 Hz
wabs = np.absolute(w)
halfwabs = wabs[:int(len(wabs)/2)]
halfwabsmax=0
for counter in range(0,int(len(halfwabs))):
     if(halfwabs[counter]>halfwabsmax):
          halfwabsmax = halfwabs[counter]
          c_max = counter
freq_in_hertz = c_max/100 
print(freq_in_hertz)
In this program, I've taken 16 kHz as the sampling frequency which means there would be about 290 to 355 samples per AC cycle. I've used the number of samples in this range for discrete fourier transform (from sample number 0 to sample number 320 assuming 50 Hz) for faster execution time rather than taking 16000 samples of 45 to 55 AC cycles per second.
A DC offset had to be added to the signal so that the BeagleBone Black would read the negative values of the signal. The variable x in the code stores an array of ADC values of corresponding voltage levels of the signal and before implementing the discrete fourier transform, the DC offset's corresponding ADC value was subtracted from the x's array of ADC values.
I tried to increase the frequency resolution by multiplying sampling frequency by 100 and then taking fft and storing it in the variable w as shown above, assuming that each frequency bin would now correspond to 0.01 Hz. Am I doing this right?
I need suggestions on how I could improve this code also keeping in mind that the program executes in real time.
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Joerg Fricke is absolutely correct rdgarding the necessity to process samples from 10 s resp. 100 s long intervals. In your special case a high sampling frequency might be counter-productive: if your interest is on  the grid frequency, a comparably low sampling frequency might help to solve the problem (reduce the number of samples to process) - provided you've got an appropriate anti-aliasing filter. Otherwise aliasing effects might show up as frequency shift.
Hope this helps
P.S.: Haven't a python program as well. Don't think this is your problem.
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Sigma-delta modulator is one of the Oversampling digital to analog (DAC) converters. It transfer high bit-count low frequency digital signals into lower bit-count higher frequency digital signals as part of the process to convert digital signals into analog as part of a digital-to-analog converter (DAC). can you guide me how can i simulate this modulator by MATLAB?
Thanks.
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Mohadese:
I am attaching some papers on simple to complex simulation environment of MATLAB Simulink to simulate a sigma-delta modulator. Some of these papers are very standard and highly cited. Hoping these papers will be useful for this project you are pursuing. 
Sincerely,
Dr. Nabil Shovon Ashraf
Assistant Professor
Department of ECE
North South University
Dhaka, Bangladesh.
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I would like to design a signal conditioning for a ping signal (a square wave) with attributes: 4 ms pulse length, 2 pulses per second at 37.5 kHz before output to ADC so that SNR (based on FFT) of the signal can be computed in the controller. Should I amplify or filtering first? or Amplify-filtering-amplify?
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Hi
you should pre-amplify the signal if its amplitude is very low and then filter it before its digital conversion by ADC. However, you can also directly model your ADC in MATLAB to evaluate its performance from FFT and see whether pre-processing of the signal is required or not.
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I have designed a 10-bit pipeline ADC and now I am trying to arrange gain stages around the clk generator(on the layout) in a way that the stages which should be synchronized, receive the clk at the same time. I do not know how much latency causes the distance between clk and gain stages on the layout and if this distance can affect the clk synchronization or not. I did not find any document on the web related to this problem. Would you please let me know about it if you have any information or references?
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I assume this is a chip design, not being built from discrete components?
Depending on the overall speed of the ADC pipeline, if you can stagger the clocks so that each stage is slightly shifted (by say half the inherent transition time of the circuit logic) then that will significantly reduce peak currents in the supply.
Actual timing would best be defined through simulation. For the chip layout software you are using there should be tools to do that.
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I have used transformer(even I have tried with ideal_balun available in analog library of Cadence) at the differential output and terminated with a port . I have measured output impedance of  the differential output and same thing set at output port.(i.e K times where K is turns ratio.) . The problem is compare normal measurement (i.e vout/vdiff) gain is falling by almost 10 dB.....i.e S21 is around only 4 dB instead of 14 dB..
Thanks in advance....
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Hi, well the buffer will add some noise (maybe around 0.5dB at worst), but you can characterize the LNA's NF with and without buffer, since your next stage is usually a downconversion mixer and not a 50 Ohm load.
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If we choose the nyquist frequency (half of sampling frequency) we just have 2 code for every cycle. so how can we analyse the and measure ADC parameters such as SFDR, ENOB , ...
Regards,
Mehdi
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We want an ADC to be as linear as possible fro every possible signal.
Except for subsampling ADCs, this means from DC to Nyquist.
Nyquist is often a worst case because distortions increase with the input signal's frequency.
Anyway, let's assume the highest test tone is 31/64*fs, slightly lower than Nyquist.
It is true that in about 2 samples it makes a full period. But it is also true that you can take for instance 1024 points. In that case, there will be 31*16 periods (ca 500) in the sample.
You normally want to use many more points than 1024, excpecially if the input signal is not at a coherent frequency (i.e., not exactly at 31/64) and is thus spread around the center through a sinc function.
Assuming a coherent input, H1 is at 31/64*fs. H2 should be at 62/64, but because this is in the second Nyquist band, it is aliased at 2/64. H3 should be at 93/64, in the third Nyquist band, and it aliases to 29/64...
Every Hn can be mapped at some frequency in the Nyquist band. The resulting spectrum is not the obvious spectrum of analog signals with equally spaced harmonics, but it results from it by aliasing.
Quantization noise tends to be white, though in ADC textbooks there are better characterizations.
Finally, you see noise, which is white, except around DC, where flicker dominates.
At Nyquist you also see the worst effects of phase noise (a perfect input tone, with power concentrated at one frequency, would be spread around the center). In this case 1024 points is not particularly useful due to limited frequency resolution.
Phase noise is worse at Nyquist because its distortion is proportional to the input frequency (i.e., 2*pi*fin*sigmatau).
No characterization can be made with two points. At least 64 in my example are required. But coherent sampling is easy. When it comes to an arbitrary input tone, you want the finest frequency resolution you can get, often tens of thousands of samples, at least.
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I record digital signal outputs from rotary encoder which is connected to a motor and I want to convert them to analog signals. I want to plot analog outputs. Is there any Matlab code or software to convert digital signals to analog ones? I attach figures of digital signals.
Thanks. 
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Hi
Perhaps this document & homepage section can help?
There exists electronics that convert TTL pulses to sine wave output, where the peak-to-peak time distance is the angle output, though Matlab is then not part of the picture.
/Claes
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TI-ADS1191 is best or AD-AD9653 is best or any other low cost ADC is available for converting this EEG signal
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Hello Manoj,
When you are comparing two ADCs from different vendors the comparison should be made on equal levels or with same parameters.
For ADS1191, although it is a 16-bit device, its sampling speed is 125sps to 8ksps.
On the contrary, AD9653 is a very high speed device capable of sampling at 125MSPS rate.
Therefore, keeping the sampling speed in view you make your own judgment as what signal frequency you want to sample or digitize at.
Then look at the data interface option - ADS1191 uses SPI interface with host micro (controller or processor) whereas AD9653 has differential serial interface with mostly suited for high speed interface/ data transfer. This should be governed by the controller or processor that you are using in your application to talk to the ADC.
Finally, pay attention to the cost.
Therefore, I would suggest you make a careful study of these and many other parameters such as power supply, input signal span, clock speed, etc. in making a choice for your application.
Thanks and best wishes!
Would be very happy to hear from you.
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Basically this IC can work as a PLL. Now I want only phase difference between the two signal inputs. What are the necessary changes I have to do?
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 Hello Rebanta,
Kindly note that MAX038 is a function generator IC with an additional provision of the on-chip phase-frequency comparator.
On the other hand CMOS CD4046 has a VCO and dual phase comparators.
The only worry I have is the frequency response of the phase comparators in CD4046 (or its variants). Therefore I would suggest rather different approach as to have a high-frequency ExOR (Exclusive-OR) gate as your phase comparator. particularly when your phase difference is very small. For frequencies in few tens of kHz range, the phase difference and related pulses are seen good but as the frequency approaches the MHz range, we need to be serious about the Tr and Tf of the logic circuits also.
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I am working on 8-bit Asynchronous SAR ADC.  It uses one comparator which is needed to operate up to 256 levels.  Initially the SAR logic is set to the mid value (128 level) = (10000000)2. An input is been fed to the Sample/Hold circuit. After a small time interval all the corresponding bits in the SAR register sets to the correct logic levels as shown in the figure
Now I open the spectrum analyzer to check the ADC Dynamic parameters. The ENOB sometimes shows up negative values, SNR, SFDR are all out of range.
My question is does the S/H circuit affect the dynamic performance?
How can I resolve this
The net411 is the DAC output which settles down at the same range of the input voltage
Thanks in advance  
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Dear Anush,
Adding to Mr.Dreher, the successive approximation register SAR analog to digital converters are sequential circuits and therefore they must be properly timed. That is you have to be sure that the current event must be finished before you start the following one. It is so that you first sample the input analog signal in a time called the aperture time or the acquisition time, then you start the conversion process by initializing the shift register, read its contents, convert it to analog value and compare it with the value of the sample if it is smaller you increment the shift register by writing one to the second most position of the shift register. If it is larger you write zero in the most signification position of the shift register and one in the second most significant position, Then you read the content of the SAR and the process repeats again till you decide for the the least significant bit. It is c;ear now that the successive approximation needs precise control and timing circuit as it is a sequential circuits.
You have to consult the standard references in the A/D converter literature.
wish you success.
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Hello Every one,
I am looking for an ADC which is 14 bit and have sampling frequency between 2 to 10 kHz. Do you know one?
Looking forward for your reply!!!
Best Regards
Awais
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Hi Muhammad,
There is a series of precision ADCs, albeit on higher resolution side, from Analog Devices. It is AD77XX which are 24-bit serial ADCs with in-built programmable digital filter and serial interface and dual channel inputs. The sampling rate is also low, a few kHz and are specifically targeted for Stain-gauge and loadcell applications. Give a look and you should find it much suited for your job.
All the best again!
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I am working on a project that deals with signals with rise time as low as 1-2ns. To digitize the signal (so that it can be stored in digital computer for future reference) i needed a low power consumption ADC. During the literature survey i came across DRS4 chips that are wavelet samplers having analog bandwidth of 950 MHz and up to 5 GSPS sampling rate, but output is fed to a small speed Flash ADC. I did not understood then what is output of DRS4, and if you can please refer me a book also for practical application of wavelet sampling.
why 1024 capacitors are needed?
If analog bandwidth is only 950MHz then is it needed to sample it up to 5 GSPS?
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Dear Purnendu,
Yes,one samples 1024 samples in a time of Tsx 1024 and  convert them from analog to digital in Tcx 1024. Ts= i/5GHz and Tc= 1/ 33MHz. It turns out you can acquire only a portion of  the waveform  during the sampling time and overlook the rest of the waveform till the end of the conversion time. Then what do you deduced is okay.
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As amplitude is in uV range, it's more prone to noise. So, in this case which is the best data acquisition board, containing LNA, ADC and processor if possible? 
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What is the central frequency of your ultrasound transducer? We typically try to ensure that the sampling frequency of the ADC is at least 10 times the maximum frequency of interest. I would also advise you to check the effective number of bits (ENOB) of a front end before finalising your choice.
Kind regards 
Dr David Cowell
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Dear All.
I am currently recording the voltage difference for ions in different solutions. But, I received a horizontal, steady line with perpendicular pins on it (like a comb) from the AD converter. Have I put an extra ground or is the noise too much? I am not strong in el.phys. Sorry for it. But, I am an enthusiastic beginner and would like to learn. Thank you in advance.
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Thank you for the answer! We have solved the problem, there was one extra ground in the circuit and as you said the analog input was too less.
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Any suggestions?
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The SHARC from AD is definitly a safe choice however if you are looking for a good DSP that is moderate in price and easy to program my vote will go for the dsPIC starter kit from microchip.
ETS has already the TI microprocessor TMS... but every two or three years we have problems to adapt their software to our OI and TI can't help.
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I am looking for a successive approximation ADC that allows selection of conversion resolution, preferably so that a low-resolution conversion is quicker than a high-resolution conversion (which should be possible, considering the successive approximation principle).
Actual conversion rates and maximum resolution are not so important.
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You can use TI ADS 7818 serial ADC with 500 KSPS sampling rate., 12 bit resolution.  Other serial ADC ADS 7883/7886 (1 MSPS sampling rate ) can also be useful.
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I just want to find out how many digital modulation techniques need binary to Gray conversion before modulating the data.
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The purpose of Gray codes in communications is that constellation points that are close together differ in as few bits as possible. This way, if you decode the "wrong" (e.g. neighbouring) constellation point, only few bits will be wrong. Note that these bits have no real meaning, they are just arbitrarily assigned to identify a constellation point.
In ADCs the bits have a meaning: all bits work together to represent one value. If a wrong value is measured, e.g. due to noise, the representation of this value (the bits) may be wildly different, but you are only interested in the meaning of the value. For example, the representation of 0111b is very different from 1000b, but 7 is very close to 8, so that's okay for an ADC.
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On DAC or Josephson array DAC?
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I have designed a current mode comparator which is used to build a 3 bit flash ADC with a delay of around 10ns. I looked at current mode sample and hold circuits available in literature but they work around 100kHz range. For comparison between different current mode ADCs, I wanted to calculate the ENOB and the SNDR, while not including the Sample and hold circuit.As all the ENOB and SNDR formulae include a term for sampling frequency, how should I calculate these two terms?
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Dear Ranjana Sridhar, Check the link below is useful for you or not! With best wishes, Good Luck!