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Discussion Groups | Comp.DSP | Spatial Aliasing in Beamformers

There are 7 messages in this thread.

You are currently looking at messages 0 to 7.


Spatial Aliasing in Beamformers - Tom - 2004-06-07 03:24:00

I have been reasing a paper that says that for acoustic beamformers (I
suppose the same applies to EM beamformers), the distance between
microphones must be

d<Lmin/2

where Lmin is the minimum wavelength.For 8kHz sampling frequency this makes

d<0.0425metres or 4.25cm. This seems a little on the small side and others
are using microphones (say two microphones) much further apart at the same
sampling freq -say 20cm. What effect does spatial aliasing have and is this
right?

Thanks

Tom


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Re: Spatial Aliasing in Beamformers - Rune Allnor - 2004-06-07 09:21:00



"Tom" <s...@knowherex.netgx> wrote in message
news:<1...@radsrv1.tranzpeer.net>...
> I have been reasing a paper that says that for acoustic beamformers (I
> suppose the same applies to EM beamformers), the distance between
> microphones must be
> 
> d<Lmin/2
> 
> where Lmin is the minimum wavelength.For 8kHz sampling frequency this makes
> 
> d<0.0425metres or 4.25cm. This seems a little on the small side and others
> are using microphones (say two microphones) much further apart at the same
> sampling freq -say 20cm. What effect does spatial aliasing have and is this
> right?
> 
> Thanks
> 
> Tom

I think the scale of your numbers may be right, although I suspect 
you forgot to divide by 2.

Spatial sampling works completely analugous to temporal sampling. 
You need to sample dense enough to get a unique representation 
of your signal. The only exception is when you can use prior 
knowledge of what you are going to sample. If, for instance, 
a microphone array is mounted on a PC screen to record spoken 
commands from somebody using the terminal, one can assume that 
the sound source is going to be located within a very small 
space in front of the monitor. In that case, one might get away 
with using an array that is sparser than the Nyquist density.

The effect of the aliasing is that the array has several lobes
or "beams" of high sensitivity, as opposed to only one if the 
spatial Nyquist criterion is fulfilled.

Rune
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Re: Spatial Aliasing in Beamformers - Stan Pawlukiewicz - 2004-06-07 11:26:00

Tom wrote:
> I have been reasing a paper that says that for acoustic beamformers (I
> suppose the same applies to EM beamformers), the distance between
> microphones must be
> 
> d<Lmin/2
> 
> where Lmin is the minimum wavelength.For 8kHz sampling frequency this makes
> 
> d<0.0425metres or 4.25cm. This seems a little on the small side and others
> are using microphones (say two microphones) much further apart at the same
> sampling freq -say 20cm. What effect does spatial aliasing have and is this
> right?
> 
> Thanks
> 
> Tom
> 
> 

There are some situations where spatial aliasing is irrelevant.  If you 
know the arrival times of a pulse at three sensors, you can uniquely 
determine the location of transmission. They do this with sonobouoys.
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Re: Spatial Aliasing in Beamformers - robert egri - 2004-06-07 12:36:00

"Tom" <s...@knowherex.netgx> wrote in message
news:<1...@radsrv1.tranzpeer.net>...
> I have been reasing a paper that says that for acoustic beamformers (I
> suppose the same applies to EM beamformers), the distance between
> microphones must be
> 
> d<Lmin/2
> 
> where Lmin is the minimum wavelength.For 8kHz sampling frequency this makes
> 
> d<0.0425metres or 4.25cm. This seems a little on the small side and others
> are using microphones (say two microphones) much further apart at the same
> sampling freq -say 20cm. What effect does spatial aliasing have and is this
> right?
> 
> Thanks
> 
> Tom

Spatial undersampling creates grating lobes, an optical term. In
practice, it means that in receive mode you will pick up interference
from directions where there is no signal, and in transmit mode you
send signals in directions you do not wish to. If you are in a "quiet"
room with good absorbing walls then you may not have much problem with
spurious signals hitting you and receiving them from unexpected
directions. The problem is quite severe for direction finding and
radar where the environment is not under control.
You may think of the grating lobes as the aliased spatial (actually
angular) frequencies aliased in to the "baseband" by spatial
undersampling.
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Re: Spatial Aliasing in Beamformers - Jerry Avins - 2004-06-07 13:34:00

Stan Pawlukiewicz wrote:

> Tom wrote:
> 
>> I have been reasing a paper that says that for acoustic beamformers (I
>> suppose the same applies to EM beamformers), the distance between
>> microphones must be
>>
>> d<Lmin/2
>>
>> where Lmin is the minimum wavelength.For 8kHz sampling frequency this 
>> makes
>>
>> d<0.0425metres or 4.25cm. This seems a little on the small side and 
>> others
>> are using microphones (say two microphones) much further apart at the 
>> same
>> sampling freq -say 20cm. What effect does spatial aliasing have and is 
>> this
>> right?
>>
>> Thanks
>>
>> Tom
>>
>>
> 
> There are some situations where spatial aliasing is irrelevant.  If you 
> know the arrival times of a pulse at three sensors, you can uniquely 
> determine the location of transmission. They do this with sonobouoys.

Loran works that in reverse. Simultaneous pulses from three transmitters
uniquely locate the receiver.

Jerry
-- 
Engineering is the art of making what you want from things you can get.
¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯

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Re: Spatial Aliasing in Beamformers - Tom - 2004-06-07 21:55:00

"Rune Allnor" <a...@tele.ntnu.no> wrote in message
news:f...@posting.google.com...
> "Tom" <s...@knowherex.netgx> wrote in message
news:<1...@radsrv1.tranzpeer.net>...
> > I have been reasing a paper that says that for acoustic beamformers (I
> > suppose the same applies to EM beamformers), the distance between
> > microphones must be
> >
> > d<Lmin/2
> >
> > where Lmin is the minimum wavelength.For 8kHz sampling frequency this
makes
> >
> > d<0.0425metres or 4.25cm. This seems a little on the small side and
others
> > are using microphones (say two microphones) much further apart at the
same
> > sampling freq -say 20cm. What effect does spatial aliasing have and is
this
> > right?
> >
> > Thanks
> >
> > Tom
>
> I think the scale of your numbers may be right, although I suspect
> you forgot to divide by 2.
>
>
That's straight out of the paper. The max freq is 4kHz (Nyquist freq),speed
of sound 330m/s  hence wavelengh (min) = 330/4000 = 0.0825m. Clearly d<half
this or 0.04125m- about 4cm. As you sample higher to get more bandwidth the
siuation gets even worse! Sampling at 22kHz for instance gives

Lmin = 330/10000=0.033m and d<1.65cm which is pretty darned close!!
How do you get time-difference of arrival with mics that close. Also there
are numerous papers where they put the mics about the same distance as the
humad ears apart - maybe 18cm? This would give aliasing too no doubt - are
they all wrong?

Tom


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Re: Spatial Aliasing in Beamformers - Rune Allnor - 2004-06-08 06:02:00

"Tom" <s...@knowherex.netgx> wrote in message
news:<1...@radsrv1.tranzpeer.net>...
> "Rune Allnor" <a...@tele.ntnu.no> wrote in message
> news:f...@posting.google.com...

> > I think the scale of your numbers may be right, although I suspect
> > you forgot to divide by 2.
> >
> >
> That's straight out of the paper. The max freq is 4kHz (Nyquist freq),

You're right. I short-cirquited the sampling frequency and Nyquist.

Rune
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