View source for Engineering Acoustics/Electro Acoustic Installations in Room

As the development of new and sophisticated technology is advancing at an exponential rate, it has become quite evident that the study of room acoustics would be rather incomplete without the analysis of the effect of electroacoustic devices. Whether the Canadian Prime Minister is addressing the members of parliament, a university professor is giving a lecture in a large auditorium, the CEO of one of the largest tech companies holds a press conference to unveil their company’s technology, or thousands of heavy metal fans gather to see Metallica perform live, loudspeakers and microphones are frequently used as a means of speech amplification. This addition to the Engineering Acoustics Wikibook will aim to aid the reader in strategic placement of electroacoustic devices in any room. It will also serve as an extension to the previous Wikibook entry, entitled Room Acoustics and Concert Halls.

=Loudspeaker Directivity=

Although, a common sound amplification setup consists of a microphone, amplifier and a loudspeaker, the loudspeaker is perhaps the crucial component of the arrangement. Loudspeakers must be designed in order to withstand high power while not causing any distortions in the radiated sound.[Kuttruff]

First, a description of the radiation characteristics of a loudspeaker is of interest. [[File:Moving Piston in Loudspeaker.jpg|thumb|Motion of piston creating soundwaves at an angle theta from the horizontal]] When waves having high frequencies begin propagating due to the motion of the piston, the radius of the piston can no longer be considered small relative to the wavelength of the radiated sound. Thus, a significant phase difference occurs between the radiated wave motion and the motion of the piston. This leads to various degrees of interference between both elements, which may lead to total cancellation of all sound. Thus, it is useful to define a directivity function as follows:

<math>\delta(\theta)=\frac{2J_1(kasin(\theta))}{kasin(\theta)}</math>

 J1 is the first order Bessel Function
 &theta; is the angle of radiation
 k is the wave number, which is the ratio of angular frequency to the speed of sound 
 a is the radius of the piston
 ka is referred to as the Helmholtz number

A low Helmholtz number to a minimum, as this leads to a uniform sound directivity. A large Helmholtz number results in a very directive sound radiation as shown in the figures below.

Next, let us consider the horn loudspeaker, which provides a more practical model of the loudspeaker. The main advantage of the horn model is that it provides a broader directivity than the narrow scope provided by the piston loudspeaker. It is often desirable to combine several horn loudspeakers. The horn loudspeaker increases radiation resistance. Since the directional characteristics of horn loudspeakers depend on both the size and shape of the opening, as well as on the entire shape of the horn, an expression for the directivity becomes complex.

Multiple loudspeakers will often be found in a room. Each loudspeaker may be modeled as a point source. A directivity function for the ensemble may be defined similarly as for a single piston loudspeaker.

<math>\delta_a (\theta)=\frac{sin(0.5*Nkdsin(\theta))}{Nsin(0.5kdsin(\theta))}</math>

Here, the angle of radiation is taken along the normal direction of the array containing N point sources, spaced along a straight line at an equal distance, d, from each other.

=Acoustical Feedback=

If both the loudspeakers and microphone of an electroacoustic setup are in the same room, the microphone will pick up sound propagating from the loudspeakers as well as from the original source. This occurrence leads to a phenomenon known as acoustical feedback [https://en.wikipedia.org/wiki/Audio_feedback]. This phenomenon often leads to a disruption in the entire electroacoustic setup and one may hear loud howling or whistling sounds. As already discussed, loudspeaker positioning plays a vital role in the minimization of acoustic feedback. In order to effectively analyze the effects of acoustical feedback in a room, it is wise to represent the propagation of sound waves from a source such as a loudspeaker by means of a block diagram. [[File:Acoustical Feedback System.JPG|thumb|Block Diagram Representation of Acoustical feedback in a room of sound radiating from a source]]

<math>\frac{Y(\omega)}{S(\omega)}=O(\omega)=\frac{KG'(\omega)}{1-G(\omega)K(\omega)}</math>

 <math>Y(\omega)</math> is the complex amplitude spectrum of the signal at the listener's seat
 <math>S(\omega)</math> is the sound input (into a microphone)
 <math>K</math> is the amplifier gain
 <math>G'(\omega)</math> is a complex transfer function representing the path by which the sound will reach the listener 
 <math>G(\omega)</math> is the transmission function representing the path taken by sound radiating from the loudspeaker back into the microphone

The closed loop transfer function at right shows how acoustical feedback is caused by the original source signal passing continuously through the loop, ending up back at the microphone. The term in the denominator of complex transfer function, <math>KG(\omega)</math>, represents the open-loop gain of the system. The magnitude of this quantity greatly impacts the amplitude of the signal outputted to the listener, <math>Y(\omega)</math>. This outputted variable represents the sound waves that actually propagate toward the listener while the rest enter the feedback loop where they make there way back to the microphone.

[[File:Open Loop Block Diagram in Room Acoustics.JPG|thumb|Open Loop Block Diagram of Sound travelling through a room. This diagram idealizes the actual closed loop system by neglecting the presence of any acoustical feedback]]

By observing the closed loop transfer function defined by <math>O(\omega)</math>, one  can see that the poles of the function for which the denominator vanishes are of immediate interest. If the value of the open loop gain equals unity, the entire system becomes unstable. If the open loop gain equals unity, the closed loop transfer function tends to infinity, producing a large scale instability. Similarly, if the open loop gain is than unity, the value of the closed loop transfer function becomes increasingly large as the value of <math>KG(\omega)</math> tends to one. At such large values of the open loop transfer function, the sound heard by the listener will be distorted. This effect is better explained when an impulsive signal is applied at the source, in which case ringing effects are heard as the sound waves reach the listener. It is of the highest importance to allow the system to operate within an appropriate range of amplifier gain values. Through experimentation (See reference 1,) the amplifier gain must be set in such a way that the following equations is satisfied:

<math>20log(\frac{K}{K_o})<-12 dB</math>, where K_o is the critical amplifier gain value for which <math>O(\omega)</math> grows without bound.

Naturally, it is not in one's best interest to reduce the amplifier gain to infinitessimily small values. This would simply render the amplifier useless and the radiated sound signal would be weak. A wiser strategy in reducing the effects of acoustical feedback involves in attempting to reduce G(&omega;), while increasing G'(&omega;). Although this may prove to be difficult, the meticulous selection of the loudspeaker directivity, with the main lobe pointing towards the listeners, while the microphone is positioned away from the main lobes, in a position of weak radiation, will greatly reduce undesirable feedback effects. Such unidirectional microphones as Cardioid microphones  are commonly used as they effectively reject sounds propagating from other directions other than those originating from the source (i.e from the speaker.) The stability of closed loop feedback systems may also be analysed via such tools as root locus plots or by using the Routh-Hurwitz criterion. In traditional control theory, lead or lag compensators are frequently used to improve the stability of the system [https://en.wikipedia.org/wiki/Lead%E2%80%93lag_compensator].

=Loudspeaker Positioning=

When deciding on an appropriate location for each loudspeaker in a room, it is necessary to take into account certain factors. As seen in the previous section, loudspeaker directivity can be manipulated depending on the amount of loudspeakers present and if they are arranged linearly in a group. Regardless, loudspeakers should be placed in such a manner that a uniform sound energy is supplied to all listeners in the room. Also, it is necessary to establish an adequate speech intelligibility, which is measured in accordance with the speech intelligibility index [http://www.sii.to/].

Loudspeaker location must be chosen in such a way that the audience is supplied direct sound that is as uniform direct as possible. One way of achieving this is by mounting the loudspeaker at a higher altitude than the sound source (i.e. microphone), which also limits feedback. This also ensures that the direct sound will also arrive to the listener with a relatively uniform directivity in the horizontal plane. Usually, the human ear is not sensitive to sound variations in the vertical plane, thereby making the elevation of loudspeakers a wise chose.

It is also of interest to derive a quantity known as the radius of reverberation, R<sub>o</sub>. Consider sound leaving the loudspeaker with intensity, I<sub>o</sub>. This intensity then makes it way through the closed loop system, arriving back at the microphone input. It is then re-amplified by a gain A to a value of AI<sub>o</sub> as it passes through the amplifier and makes its way back to the source. The intensity near the loudspeaker will then decay as a function of the radial distance,R, from the loudspeaker according to 1/R<sup>2</sup>. The intensity will decay until a distance of R<sub>O</sub> is reached. This radius of reverberation is then defined as:

<math>R_O=0.057sqrt{\frac{V}{T}}</math> where

 V is the volume of the room in m<sup>3</sup>
 T is the reverberation time in seconds

==Loudspeaker Positioning for the Improvement of the reverberation of a Room using Direct Feedback==

Since modern amphitheatres and stadiums serve as multipurpose venues, controlling the reverberation time of the room to suit a specific event is of importance. For example, Montreal, Quebec's Bell Centre serves as the home of the Montreal Canadiens hockey team while also hosting a multitude of live concerts and shows every year. The reverberation time of such multipurpose venues can be modified with the aide of rotating or removable walls or ceilings or even thick curtains. Such movable items can play a role in altering the room's absorbtion and reflection properties. However, the implementation of such devices may prove to be quite costly. Thus, one's attention should be turned to the strategic placement of loudspeakers in order to increase the reverberation time of a room. A popular method has been discussed in a 1971 paper by Guelke and Broadhurst.

In order to increase the reverberation time in a room by means of direct feedback, it should be noted that the total sound intensity in a room is the sum of the intensity of the source along with contributions from the pressure from each of the room modes. Both contributions will decay exponentially according to the relation:

<math>I_\mathrm{Tot}=I_\mathrm{Room}e^\mathrm{-kt}+I_\mathrm{sys}e^\mathrm{-Lt}</math>

 <math>I_\mathrm{Tot}</math> is the total sound intensity radiated in the room
 <math>I_\mathrm{sys}</math> is the sound intensity prom the acoustical system comprising of a microphone, amplifier and loudspeaker
 <math>I_\mathrm{Room}</math> is the sound intensity due to the pressure modes of the room
 k is the room damping coefficient
 L is the system damping coefficient
 <math>T_\mathrm{60}</math> is the reverberation time or more specifically, 
 the time it takes for the energy density or sound pressure level in the room to decay by 60&nbsp;dB, once the source is abruptly shut off.

Furthermore, the system damping coefficient as well as the system sound intensity may be related to the room's damping coefficient and radiated sound intensity by constants n and m respectively, such that:

<math>L=nK</math>

<math>I_\mathrm{sys}=mI_\mathrm{Room}</math>

Under initial conditions at time, t=0, the total sound intensity in the room is:

<math>I_\mathrm{Tot}=I_\mathrm{room}+mI_\mathrm{room}</math>

Next, the reverberation time is defined to be the point where the sound intensity reaches 10<sup>−6</sup> of its original value. Thus, the above equation becomes:

<math>10^\mathrm{-6}(1+m)=e^\mathrm{-kt}+me^\mathrm{-nkt}</math>

Solving for the reverberation time,<math>T_\mathrm{60}</math>, yields:

<math>T_\mathrm{60}=\frac{-1}{nk}log_{e}(\frac{10^\mathrm{-6}(1+m)}{m})</math>

If the reverberation time of an isolated room is defined as:

<math>\frac{log_{e}10^6}{k}=\frac{13.8}{k}</math>

then the total reverberation time, t, may be written as follows:

<math>t=\frac{t_\mathrm{room}f(m)}{n}</math> where f(m) is <math>\frac{log_{e}(\frac{10^\mathrm{-6}(1+m)}{m})}{13.8})</math>

At the microphone, the magnitude of the sound intensity, I<sub>o</sub> becomes <math>\frac{AI_o}{R_o^2}</math>, so that A = R<sub>o</sub><sup>2</sup>.
Consequently, the larger the the radial distance, the larger the average sound intensity in the room. The directivity factor of the loudspeakers may help to create a more diffusive sound field. Hence, the radial distance, R, is increased by an increase in the directivity factor. Also it has been should  that delay times greater than 75 ms produce undesirable whining noises. It is unwise to increase the reverberation time, T, of such a simple feedback system beyond 1.5 s as the system very near the point of instability has at least one frequency with a very long reverberation time.

By taking a value of 75 ms for <math>\tau</math> in the following equation, the reverberation time, t, in open space is defined by the relation:

<math>t=\frac{60\tau}{20log_{10}(A)}</math>, where <math>\tau = \frac{d}{c}</math>  c is the speed of in air, 344&nbsp;m/s and d is the distance between microphone and loudspeaker

It is noteworthy to mention the works of M.R. Schroeder presented in his 1964 paper on "Acoustic-Feedback Stability by Frequency Shifting" In essence,in order to avoid any ringing or howling noises of any kind in the feedback loop, Schroeder suggested a frequency shift of 4&nbsp;Hz into the feedback loop. This was shown to greatly improve the stability of the system. However,the method produces undesirable sidebands  Because of this phenomenon, the method is undesirable for concert halls. To improve on Schroeder's method, Guelke and Broadhurst suggest the introduction of phase modulation into the system in order to achieve longer reverberation times and increased system stability.

By definition, if a linear, time invariant (LTI) system, such as the one described by the closed feedback loop of a microphone, amplifier and loudspeaker, is unstable, radiated sound will increase exponentially and without bound at certain frequencies. By the implementation of a phase reversal switch, sounds at the initially unstable frequency will stabilize. However, a new set of frequencies that were once stable will begin to grow without bound. Nonetheless, such a consequence of the utilization of phase reversal is minor as it may be accounted for by ensuring that the switch is activated a couple of times a second. This method allows for the reverberation time to be held constant while assuring that all strange ringing or howling noises vanish.

Such rapid triggering of the switch does induce another concern in the continued presence of transient effects. Luckily, such effects become negligible if the phase is varied sinusoidally.

Ultimately, the modulating frequency must be chosen such that:

 1. The change in phase should be enough to stabilize the system 
 2. The sidebands produced are so small that they be neglected

The first criteria may be satisfied if the modulation frequency is set to a value less than the reciprocal of the delay time, &tau;. The second criterion may be satisfied by ensuring the the modulation frequency is below one hertz. A modulation frequency of 1&nbsp;Hz is so negligible that it will not be picked up by the human ear. Briefly, based on the definition of &tau; increase the distance between microphone and loudspeaker to achieve a minimal modulation frequency, which will stabilize the system and be practically non-existent to the human ear.

For further reading on ensuring that the phase modulation is sinusoidal, it is advised to consult reference [2] or a textbook on control systems, if desired. Introducing a sinusoidal phase modulator of the form:

<math>\phi(t)=ksin(w_mt)</math>

Introducing a modulator that is purely sinusoidal in nature greatly simplifies the usually non-linear nature of a real modulator, which greatly simplifies the problem at hand.

=References=
[1] Kuttruff, Heinrich; ''Room Acoustics, Fourth Edition'', Spon Press Publishing, 342 pgs

[2] Guelke, R. W. and A. D. Broadhurst (1971). "Reverberation Time Control by Direct Feedback." Acta Acustica united with Acustica 24(1): 33-41.

[3] Schroeder, M. R. (1964). "Improvement of Acoustic‐Feedback Stability by Frequency Shifting." The Journal of the Acoustical Society of America     36(9): 1718-1724.

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