The present invention relates to acoustic communication. More specifically, the invention relates to the use of one or more parameters of the acoustic field for information transmission.
There are numerous applications that pose an increasing demand on high speed underwater wireless telemetry and data communication among sensors, autonomous underwater vehicles, moored instruments, and surface ships. Examples include real-time remote monitoring of underwater tools/constructions and environmental factors in offshore oil industry, continuous observation of the ocean phenomena over geographically large areas, fishery industry, etc., as well as many naval and security applications such as harbor monitoring systems, tactical surveillance operations, and so on. However, the data rates that existing systems offer are much lower than what is required for real-time transmission of massive amount of data such as video and telemetry signals, specially over medium and long distances.
Over the past few decades, only the scalar component of the acoustic field, i.e., the acoustic pressure, has been used for data transmission in underwater channels. More specifically, data have been modulated over single or multiple spatially-separated scalar sensors and pressure channels.
The invention provides a method, that may include providing a communication system having at least one vector sensor and operating in a medium through which acoustic waves can propagate; transmitting data through the medium using the at least one vector sensor; and receiving the data using at least one scalar sensor or one vector sensor. A variety of scalar and vector sensors and arrays of such sensors can be used. Arrays can have different configurations such as linear, circular, etc.
The invention describes a method for modulating information on scalar and/or vector components of an acoustic field. The acoustic field and waves may travel through any medium. A scalar component of an acoustic field is the pressure. A vector component of an acoustic field includes measurements of particle motion including derivatives of the displacement of particles. This may include a spatial derivative of pressure. The spatial derivative of the pressure may be referred to as a pressure gradient or, in some circumstances, the velocity or particle velocity or acoustic particle velocity. In the following description these terms may be used interchangeably. In addition, vector components used may include spatial derivatives of velocity, velocity gradients, or any higher order derivatives or gradients. Velocity gradients may be referred to as acceleration, particle acceleration, or acoustic particle acceleration, in the following disclosure and are to be considered equivalent.
Systems utilizing parameters of an acoustic field to identify data may use any combination of scalar and vector components. For example, the three orthogonal components of velocity and the scalar pressure component at a single point can be used to transmit or receive information through an acoustic field. Transmitters and receivers, such as vector sensors, can be efficiently manufactured today and enable the use of the unexplored degrees of freedom of the acoustic field. Utilizing vector components of the acoustic field reduces the array size needed to transmit data and/or recover transmitted data, when compared with systems measuring the scalar component alone.
Other aspects, features, advantages, etc. will become apparent to one skilled in the art when the description of the preferred embodiments of the invention herein is taken in conjunction with the accompanying drawings.
The teachings of the present invention can be readily understood by considering the following detailed description in conjunction with the accompanying drawings, in which
To facilitate understanding, identical reference numerals have been used, where possible, to designate identical elements that are common to the figures.
For the purposes of illustrating the various aspects of the invention, there are shown in the drawings forms that are presently preferred, it being understood, however, that the invention is not limited to the precise arrangements and instrumentalities shown.
The following is a detailed description of the invention provided to aid those skilled in the art in practicing the present invention. Those of ordinary skill in the art may make modifications and variations in the embodiments described herein without departing from the spirit or scope of the present invention. Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. The terminology used in the description of the invention herein is for describing particular embodiments only and is not intended to be limiting of the invention. All publications, patent applications, patents, figures and other references mentioned herein are expressly incorporated by reference in their entirety.
The inventor has recently developed the concept of data reception via vector sensors and vector components of the acoustic field such particle velocity channels. The present invention relates to transmitting data using vector sensors and via vector components of the acoustic field, and then receiving the data via vector sensors and/or scalar sensors. Of course data can be transmitted using both vector and scalar sensors, once we learn how to transmit data using a vector sensor. When it comes to single or multiple vector sensor transmitters, new questions arise that are fundamentally different from multiple scalar sensor transmitters. A method and system need to be developed for modulating data, at the transmit side, on multiple co-located vector components of the acoustic field such as velocity channels, acceleration channels, etc. This is entirely different from modulating data on multiple spatially-separated scalar sensors and pressure channels.
The presently disclosed novel system and method include all of the same advantages present in traditional techniques but eliminate associated disadvantages.
Acoustic fields may be used to convey data. A source may be used to encode a package of data in an acoustic field. Sources may include any device, system, or method capable of converting a data package into an acoustic field, such as a transmitter. A receiver may be used to receive the acoustic field. Receivers may include any device, system, or method capable of receiving an acoustic field. Transmitting (receiving) through the acoustic field may include modulating (measuring) one or more parameters of the acoustic field, such as one or more vector components and/or a scalar component. The values of the measured parameters may be used to recover the data package conveyed. Some embodiments utilize measurements of one or more parameters of the acoustic field to recover the conveyed information.
Acoustic fields may be used to convey data in any environment including liquids, gases, solids and/or any combinations thereof. Herein, “fluid” may include liquid and/or gas. For example, acoustic fields may be used to transmit data in underwater channels. Data capable of being conveyed include, but are not limited to, any information, which may be encoded in an acoustic field. For example, a transducer may be used to convert a data package (e.g., electrical signal) into a pressure field, and a receiver may reconvert the pressure signals back into electrical waveforms.
An embodiment includes modulating (measuring) any quantifiable parameter of an acoustic field to transmit data (determine the data conveyed). In an embodiment, one or more vector components of an acoustic field, in addition to the scalar component (i.e., pressure), may be modulated (measured) to transmit data (determine values for the data transmitted). Vector components of an acoustic field include, but are not limited to, the three components of the acoustic particle velocity (i.e., the pressure gradients or the spatial derivatives of the particle displacement), any of the nine components of the spatial derivative of the acoustic particle velocity (i.e., the velocity gradients), and any higher-order gradients of the acoustic field. For example, in a three-dimensional underwater channel, x, y, and z components of the acoustic particle velocity may be modulated for data transmission (measured for data reception), as well as nine components of the velocity gradient.
In an embodiment, one vector component may be modulated (measured) to transmit data (discern values for the conveyed data). Alternately, multiple vector components may be modulated (measured) to transmit data (discern values for the conveyed data). For example, an embodiment may include modulating (measuring) pressure, components of acoustic particle velocity, and components of acoustic particle velocity gradients. In this example, thirteen channels would be available for the conveyance of data. In some embodiments, modulation (measurement) of multiple acoustic parameters may decrease the error probability of data recovery while utilizing a small array at the transmit side (receive side). In other words, use of both scalar and vector components of the acoustic field increases the number of channels available for conveyance of data, and thereby decreases the error probability. In some embodiments, modulation of multiple acoustic parameters may increase data transmission rate and/or throughput, while utilizing a small array at the transmit side. In other words, use of both scalar and vector components of the acoustic field increases the number of channels available for conveyance of data, and thereby increases data transmission rate and/or throughput.
Vector components of an acoustic field may be modulated or measured using devices including, but not limited to, transducers, transmitters, receivers, vector sensors (e.g., inertial sensors, gradient sensors, uniaxial vector sensors, biaxial vector sensors, and/or triaxial vector sensors), multi-axial vector sensors, higher order sensors (e.g., dyadic or tensor sensors), accelerometers (e.g., uniaxial accelerometers), hydrophones, fiber optic-based sensors, or any other devices known in the art or yet to be developed that achieve the same or similar functionality. Modulating or measurements of the scalar components of the acoustic field may be made using devices which include, but are not limited to, pressure sensors, transducers, hydrophones, omni-directional hydrophones, directional hydrophones and/or any other devices known in the art or yet to be developed that achieve the same or similar functionality. Modulating information on or recovering information from the vector components of the acoustic field are not limited to any particular sensor type, any device capable of stimulating or measuring a vector component of the acoustic field suffices.
In an embodiment, a signal may be pre-processed (post-processed) at a transmitter (receiver) using one or multiple processing methods. Processing methods may include any signal processing methods known in the art or yet to be developed that achieve the same or similar functionality, such as equalization algorithms, pre-coding methods, spatial multiplexing, transmit and receive diversity techniques, coding and decoding methods, interference cancellation techniques, temporal and frequency processing, etc. For example, any known or yet to be developed digital and/or analog signal processing method may be used in an embodiment. Although a single-user communication system and method is discussed throughout this application, the inventive principles discussed herein are fully applicable to multi-user communication systems and networks.
Algorithms utilized may include, but are not limited to, different types of single and multi-channels pre-coders and equalizers such as zero-forcing equalizer, a minimum mean square equalizer (herein referred to as MMSE), a decision-feedback equalizer, adaptive equalizers and turbo-equalizers with different types of training algorithms, and/or any processing algorithm used in the art or yet to be developed that achieve the same or similar functionality. In addition to these temporal equalization algorithms, space-time and space-frequency techniques may be used as well.
In some embodiments, one or more receive diversity techniques may be used to combine the measured components including, but not limited to maximal ratio combiner, selection combiner, equal gain combiner, and/or any other techniques known in the art or yet to be developed that achieve the same or similar functionality.
In some embodiments, one or more transmit diversity techniques may be used to add redundancy to the field components including, but not limited to space-time coding, space-frequency coding, space-time-frequency coding, delay diversity, and/or any other techniques known in the art or yet to be developed that achieve the same or similar functionality.
An embodiment includes utilizing a decoding method determined by the code used at the source. The codes used at the source may be source codes (e.g., data compression) channel codes (e.g., temporal codes, space-time codes, space-time-frequency codes), joint source-channel codes, encryption codes, and/or any other methods known in the art or yet to be developed that achieve the same or similar functionality. Further, some embodiments include a processing method capable of performing carrier and/or bit and/or frame synchronization.
Some embodiments include processing methods occurring at the transmitter (receiver). In alternate embodiments, one or more processing devices may be positioned proximate to the transmitting (receiving) device. For example, in an Orthogonal Frequency Division Multiplexing (herein referred to as OFDM) system, inverse fast Fourier transform, herein referred to as IFFT, and fast Fourier transform, herein referred to as FFT blocks are needed at the transmitter and receiver, respectively. In another example, transmitting a spread spectrum signal (e.g., code division multiple access, direct sequence, or frequency hopping) for low-probability of interception communication and/or multi-user communication may create a need for a spreading module at the transmitter and a despreading module at the receiver for certain embodiments.
In some embodiments, a combination of transmitters (receivers) may be used to modulate (measure) the acoustic field. For example, a vector sensor may be used in combination with a hydrophone to modulate (measure) all the acoustic field components. The acoustic field components are used to transmit data (determine values for the conveyed data).
An embodiment may include commercially available vector sensors used as transmitters or receivers. Alternate embodiments may include using a vector sensor in a transceiver to aid in relaying signals.
In one embodiment, an inertial vector sensor is used to modulate (measure) the velocity or acceleration by stimulating (responding to) acoustic particle motion. In alternate embodiments, gradient sensors may be used which utilize a finite-difference approximation to estimate gradients of the acoustic field such as velocity and acceleration.
In some embodiments, a vector sensor may have the capacity to modulate (measure) multiple parameters of the acoustic field. A vector sensor may be designed to modulate (measure) the scalar component of the acoustic field, as well as multiple vector components of the acoustic field, simultaneously.
Transmitters (receivers) may be arranged and/or designed to eliminate a need for arrays of scalar-only transmitting (receiving) devices. For example, use of a system of vector sensors may eliminate a need for large-size pressure-only arrays. In some embodiments, vector sensors may be used as compact multi-channel transmitters and/or receivers, modulating and/or measuring both the scalar and vector components in a single point in space. In contrast are the conventional systems such as pressure-only sensors spatially separated and arranged in large size arrays. Thus, the volume of space required for the transmitters and/or receivers and/or encoding and/or decoding devices may be greatly reduced. The decreased size of transmitters and/or receivers and/or encoding and/or decoding devices make the technology available for a wider variety of applications which were previously prohibited. Some of examples of this include, but are not limited to, small autonomous and/or unmanned underwater vehicles, divers communicating with each other and a submarine, etc.
In some embodiments, devices used to modulate and/or measure acoustic wave parameters may be neutrally buoyant in the fluid through which the acoustic field is traveling. For example, vector sensors may be neutrally buoyant in a fluid such as water.
An acoustic field communication system may include single input single output systems (herein referred to as SISOs), single input multiple output systems (herein referred to as SIMOs), multiple input single output systems (herein referred to as MISOs), and multiple input multiple output systems (herein referred to as MIMOs).
Conveyed data may include voice, video, text, numbers, characters, images, control and command signals, telemetry signals, and/or other outputs from devices used to convert physical quantities into data communication symbols.
Signals transmitted via the acoustic field communication system may be modulated on a carrier. In some embodiments, modulation may include, but is not limited to, angular modulation, phase modulation (herein referred to as PM), frequency modulation (herein referred to as FM), amplitude modulation (herein referred to as AM), single-sideband modulation (herein referred to as SSB), single-sideband suppressed carrier modulation (herein referred to as SSB-SC), vestigial-sideband modulation (herein referred to as VSB), sigma-delta modulation, phase-shift keying (herein referred to as PSK), frequency-shift keying (herein referred to as FSK), amplitude frequency-shift keying (herein referred to as AFSK), minimum-shift keying (herein referred to as MSK), Gaussian minimum-shift keying (herein referred to as GMSK), very minimum-shift keying (herein referred to as VMSK), binary phase-shift keying (herein referred to as BPSK), quadrature phase-shift keying (herein referred to as QPSK), offset or staggered phase-shift keying (herein referred to as SQPSK), π/4 quadrature phase-shift keying (herein referred to as π/4 QPSK), differential phase-shift keying (herein referred to as DPSK), amplitude-shift keying (herein referred to as ASK), on-off keying (herein referred to as OOK), quadrature amplitude modulation (herein referred to as QAM), continuous phase modulation (herein referred to as CPM), trellis coded modulation (herein referred to as TCM), polar modulation, pulse-code modulation, pulse-width modulation, pulse-amplitude modulation, pulse-position modulation, pulse-density modulation, space-time modulations (e.g., unitary, rotated constellation), multi-carrier methods such as OFDM, collaborative methods, and any other modulation systems known in the art or yet to be developed that achieve the same or similar functionality.
An embodiment of the system increases the number of channels for data communication by utilizing vector components of an underwater acoustic field. Further, the system optimizes the use of the bandwidth available. For example, bandwidth available for use in underwater environments may be a limiting factor. In an embodiment, a volume of space required for an acoustic field communication system may be reduced by utilizing transmitters and/or receivers using vector components of the acoustic field.
Use of transmitters capable of modulating vector components of an acoustic field may, in some embodiments, increase a rate of data transfer and increase the reliability of the communication system.
Use of receivers capable of measuring vector components of an acoustic field may, in some embodiments, increase the reliability of the communication system.
Basic Definitions
Here we consider one dipole at the transmitter and one at the receiver, as shown in
The following examples provide those of ordinary skill in the art with a complete disclosure and description of how to make and use the present invention, and are not intended to limit the scope of what the inventor regards as his invention nor are they intended to represent that the experiments below are all or the only experiments performed.
Data Transmission via a Single Velocity Channel
In one exemplary embodiment of the present invention, we apply the data symbol s/2 to element #1 and −s/2 to element #2 at the transmitter (Dividing by 2 is just for normalization purposes and simplification of the notation. It is not necessary to do this and any other normalization known in the art or yet to be developed achieves the same or similar functionality). The vertical spatial gradient at the transmitter of said embodiment is s/2−(−s/2)=s, which means the symbol s is modulated on the z-velocity at the transmitter (This can be similarly done on a horizontal or oblique dipole, in a two-dimensional or three-dimensional propagation environment). The received pressures for said embodiment at elements #1 and #2 of the receiver are r1=p11(s/2)+p12(−s/2) and r2=p21(s/2)+p22(−s/2), respectively, according to
Extension to the case where ejα
Data Transmission via Two Velocity Channels
The example described above demonstrates how one can transmit and receive data symbols through the z component of acoustic particle velocity. In a further exemplary embodiment of the present invention (see
One can use more complex architectures. For example, by using more vector components of the acoustic field, such as x, y and z velocity components, one can get a high multiplexing gain (transmission rate). For example, the exemplary embodiment of the present invention illustrated in
If we have at least one vector sensor at the transmit side with x, y and z channels, this means we have at least three channels to modulate the data on. If there is a scalar sensor packed in the vector sensor, then we have four channels for modulating the data over. If the vector sensor measures acceleration channels, we obtain nine additional channels for data modulation. Higher order gradients are possible. It is also possible to have arrays of spatially separated vector sensors for data transmission.
When there are several channels for data transmission, one may use all possible space-time or space-time-frequency codes, which may offer, including but not limited to, coding gain, and/or diversity gain and/or multiplexing gain, and/or may achieve some optimal or non-optimal tradeoffs such as, but not limited to, diversity-multiplexing tradeoff, etc. Examples of such methods are, but not limited to, tilted-QAM code that achieves the optimal diversity-multiplexing tradeoff curve for multiple antenna channels, Golden code, B2,φ code which is a full diversity and full rate space-time code (a special case of Threaded Algebraic Space-Time (TAST) code), Cr code which is less complex than Gold code but provides a higher coding gain than titled-QAM code as well as the TAST code, unitary matrix design, FRFD space-time code which provides a higher coding gain than Gold code and titled-QAM code, etc.
Proof and Further Examples
Again, in respect to certain exemplary embodiments, a dipole is composed of two closely-placed pressure sensors, so the spatial gradient between the two pressure sensors can be viewed as the signal which is modulated on the dipole in the direction along the axis of the dipole. With respect to the present invention, a vector sensor measures three components in a two-dimensional propagation environment: pressure, y and z components of the particle velocity (in a three-dimensional propagation environment the x component exists as well). According to the physical characteristics of the dipole for one exemplary embodiment of the present invention, the y and z components of the particle velocity can be modeled by two dipoles in y and z directions, respectively, at the receiver, as shown in
According to the linearized equation for time-harmonic waves, the z and y components of the velocity at the frequency f0 for a given point (y0, z0) at receiver from sensor 1 and 2 of one exemplary embodiment of the present invention is given as
vzTX
vzTX
vyTX
vyTX
where ρ0 is the density of the fluid, j2=−1, ω0=2πf0 and L is the distance between the two pressure sensors in the dipole of said embodiment, and may be small to approximate a gradient. Note that although in (1) and some other equations in this disclosure, the length of all the dipoles in
Suppose we modulate s/√{square root over (2)} and −s/√{square root over (2)} at sensors 1 and 2, respectively, for said embodiment (If ∥s∥=1, then the signal power at the transmitter is 1 because of this normalization. It is not necessary to do this and any other normalization known in the art or yet to be developed achieves the same or similar functionality). Then on the z velocity component a symbol √{square root over (2)}s is modulated. Ignoring the effect of noise for a moment, we define the received signal of each pressure sensor of one exemplary embodiment at the receiver as
r1=(p11−p21)⊕(s/√{square root over (2)}), r2=(p12−p22)⊕(s/√{square root over (2)}),
r3=(p13−p23)⊕(s/√{square root over (2)}), r4=(p14−p24)⊕(s/√{square root over (2)}), (2)
where ⊕ means convolution. In the same way, we define the y and z components of the particle velocity of the vector sensor at the receiver of one exemplary embodiment, for a given point (y0, z0) shown in
ηz=−(jρ0ω0)−1(r2−r1)/L,
ηy=−(jρ0ω0)−1(r4−r3)/L. (3)
By combining Eqs. (1)-(3), the y and z components can be rewritten as
ηz=(vzTX
Suppose, for one embodiment of the present invention, we put another sensor (labeled as 5 in
r=(p15−p25)⊕(s/√{square root over (2)}). (5)
In
For said embodiment and coarse silt bottom, the correlation between (vzTX
By multiplying Eq. (1) with −ρ0c, the negative of the acoustic impedance, we obtain the pressure-equivalent velocity channels for one exemplary embodiment of the present invention (this multiplication is essentially a normalization and/or scaling, and any other normalization and/or scaling known in the art or yet to be developed achieves the same or similar functionality)
pzTX
pzTX
pyTX
pyTX
where k=2π/λ=ω0/c is the wave number. Similarly, we define the z and y components of the pressure-equivalent received velocity signals of one embodiment of the present invention as
rz=−ρ0cηz, ry=−ρ0cηy. (7)
By combining Eqs. (4), (6) and (7) we obtain
rz=(pzTX
According to the definition of pressure-equivalent ambient noise, including the pressure-equivalent ambient noise in the receiver extends Eq. (8) to
ry=(pyTX
Here by definition we have nz=−(jk)−1(n2−n1)/L, ny=−(jk)−1(n4−n3)/L, where ny and nz are the pressure-equivalent ambient noise components in the y and z pressure-equivalent velocity channels presented in Eq. (9). Moreover, adding the pressure ambient noise to Eq. (5) results in
r=(p15−p25)⊕(s/√{square root over (2)})+n. (10)
The noise models in (9) and (10) are put forth so as to provide those of ordinary skill in the art with a complete disclosure and description of how to make and use the present invention, and is not intended to limit the scope of what the inventor regards as his invention. This invention is applicable to other types of noise and/or interference and/or reverberation, such as but not limited to Gaussian, non-Gaussian, additive, multiplicative, stationary, non-stationary, cyclo-stationary, white, colored, narrowband, wideband, ambient, non-ambient, man-made, structure-borne, flow noise, surface-generated noise, acoustic noise, non-acoustic noise, etc., pressure noise, velocity noise, acceleration noise, higher-order noises, etc.
Simulation Results
In simulations we have used the zero-forcing equalization method (other methods of equalizations may be used). The channel impulse responses are generated using Bellhop (other simulation methods and programs may be used such as, but not limited to, Monterey-Miami Parabolic Equation (MMPE), etc.). At 12 kHz, 2400 bits/s BPSK symbols were simulated with no coding (as said previously, different types of codes such as channels codes, source codes, encryption codes, trellis-coded modulation, etc., may be used). Two hundred symbols are transmitted each time and the system has been simulated 100 times. The transmission range is 1000 m. The depth of the transmitter and the receiver are 25 m and 63 m, respectively.
In
Examples of Other Configurations Such as Tripoles, etc.
As mentioned earlier in this document, vector components of an acoustic field may be modulated for data transmission using other configurations, which become apparent to one skilled in the art when the description of the preferred embodiments of the invention herein is taken in conjunction with the accompanying drawings. For example, instead of using g′(z)=[g(z+Δ)−g(z−Δ)]/(2Δ), Δ→0, to compute pressure gradient, i.e., the acoustic velocity, one may use g′(z)=[−3g(z)+4g(z+Δ)−g(z+2Δ)]/(2Δ). This means applying −3 s, 4 s and −s to elements #1, #5 and #2 in
To compute pressure second gradient, to modulate data on acoustic acceleration, one may use g″(z)=[g(z−Δ)−2g(z)+g(z+Δ)]/Δ2. This means applying s, −2 s and s to elements #1, #5 and #2 in
Those of ordinary skill in the art may make modifications in the embodiments described above (without departing from the spirit or scope of the present invention), using other differentiation rules such as, but not limited to, first-order, second-order, third-order and higher-order derivatives, and/or derivatives of non-integer order (fractional derivatives) in conjunction with transmit and/or receive vector sensors such as, but not limited to, vertical and/or horizontal and/or oblique dipoles, tripoles, quadropoles, etc., in two dimensions, three dimensions, etc.
Example of a Multiuser Case
Here we present an example of a multiuser system with space-time block codes that utilize the vector components of the acoustic field. In some embodiments only scalar sensors are used for data transmission, whereas in this document we show how this can be done using vector sensors, by modulating data on the vector components of the acoustic field such as, but not limited to, acoustic velocity, acoustic acceleration, etc.
As shown in
1) Single User System
First consider a single user system, where the user modulates data on y and z velocity channels in a frequency-selective acoustic channel and the receiver has K receive channels. The Alamouti encoder maps each pair of blocks si(u) and si+1(u) with length u into the transmission matrix X at time index i
This means at time index i blocks {si(u), si+1(u)} are modulated on z and y velocity channels and at time index i+1 blocks {−s*i+1(u), s*i(u)} are modulated on z and y velocity channels, respectively.
Since y velocity channel is modulated by the horizontal dipole in
yi,k=(h1k−h2k)⊕si+(h3k−h4k)⊕si+1+ni,k,
yi+1,k=−(h1k−h2k)⊕s*i+1+(h3k−h4k)⊕s*i+ni+1,k, (12)
where ⊕ stands for convolution and h1k, h2k, h3k, and h4k represent the channel response between transmit sensors #1, 2, 3, 4 to the receiver channel k, with the maximum channel memory v. Eq. (12) stands for signals transmitted via velocity channels. We zero-pad all the four channel responses to length v, such that the received block length is v+u−1. Each channel response can be written in the form of a circulant matrix
To eliminate the inter-block interference, a cyclic prefix of length (v−1) may be added to each transmitted block s. Rewriting Eq. (12) in the matrix form results in
By applying the N-point orthogonal discrete Fourier transform (DFT) matrix with the (p,q)-th element as
to both sides of Eq. (14) we obtain
where Si=Qsi, Nj,k=Qnj,k, Yj,k=Qyj,k, Φk=QHkQ† is characterized by a diagonal matrix and † denotes complex conjugate transpose.
One may use the minimum mean squared error (MMSE) joint decoupler and equalizer at the receiver, where the MMSE estimator of Si is given by
The bit error rate (BER) performance of the system with a single user (user 1 in
Correlations between the channels in Eq. (12) in this simulation study are given by
cov(pzd,pyd)=0.31,cov(pzd,pzdz)=0.0666,cov(pzd,pzdy)=0.5546,
cov(pzd,pydz)=0.1529,cov(pzd,pydy)=0.6781,cov(pyd,pzdz)=0.8560,
cov(pyd,pzdy)=0.2802,cov(pyd,pydz)=0.5757,cov(pyd, pydy)=0.3440,
cov(pzdz,pydz)=0.3137,cov(pzdy,pydy)=0.0676,cov(pzdz,pydy)=0.1126,
cov(pzdz,pzdy)=0.1710,cov(pydz,pydy)=0.1513 and cov(pydz,pzdy)=0.4363.
Here pzd, pzdz, pzdy denote the channel responses from the z-direction transmit dipole to the pressure sensor, z and y dipoles at the receiver. Moreover, pyd, pydz and pydy denote the channel responses from the y-direction transmit dipole to the pressure sensor, z and y dipoles at the receiver.
2) Multiuser System
We define
such that Λkm is an Alamouti-like frequency domain channel response matrix from m-th user to k-th receiver, where m=1, 2 . . . M and k>M. The property that ΛkmΛkm† is a diagonal matrix enables the receiver to recover data of each user through simple linear operation on Y. For a multiuser system, the input-output system equation is given by
For the three user example shown in
where Pdm, Pdym and Pdzm denote Alamouti-like frequency domain channel response matrices of the m-th user, measured by pressure, y-velocity and z-velocity sensors of the vector sensor receiver.
Using an MMSE joint decoupler and equalizer at the receiver, the BER performance of the system with three users is shown in
Even though the multiuser system explained above is built upon space-time block codes for interference cancellation, other multiuser systems such as code division multiple access (CDMA), direct sequence spread spectrum (DSSS), frequency hopping spread spectrum (FHSS), those that work based on channels codes, error corrections codes, etc., may be used by people of ordinary skill in the art, in conjunction with the embodiments described above, maybe with some modifications, without departing from the spirit or scope of the present invention.
It is noted that the methods and systems described thus far and/or described later in this document may be achieved by utilizing any of the known technologies, such as standard digital circuitry, analog circuitry, any of the known processors that are operable to execute software and/or firmware programs, programmable digital devices or systems, programmable array logic devices, DSP (digital signal processing) processors, or any combination of the above. One or more embodiments of the invention may also be embodied in a software program for storage in a suitable storage medium and execution by a processing unit.
Overall, although the systems and methods of the present invention have been described with reference to exemplary embodiments thereof, the present disclosure is not limited thereby. Indeed, the exemplary embodiments are implementations of the disclosed systems and methods are provided for illustrative and non-limitative purposes. Changes, modifications, enhancements and/or refinements to the disclosed systems and methods may be made without departing from the spirit or scope of the present disclosure. Accordingly, such changes, modifications, enhancements and/or refinements are encompassed within the scope of the present invention.
This application claims the benefit of U.S. Provisional Patent Application Ser. No. 61/325,679, filed Apr. 19, 2010, entitled “System and Method for Data Transmission via Acoustic Channels” the entire disclosure of which is hereby incorporated by reference herein.
The United States government may have certain rights in this invention. A portion of the work described herein was supported in part by the National Science Foundation under Grant No. CCF-0830190. However, the conception of idea and some work were done before the grant.
Filing Document | Filing Date | Country | Kind | 371c Date |
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PCT/US2011/032936 | 4/18/2011 | WO | 00 | 10/18/2012 |
Publishing Document | Publishing Date | Country | Kind |
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WO2011/133478 | 10/27/2011 | WO | A |
Number | Name | Date | Kind |
---|---|---|---|
5774420 | Heysse | Jun 1998 | A |
5930201 | Cray | Jul 1999 | A |
6661738 | da Silva et al. | Dec 2003 | B1 |
6998999 | Fripp | Feb 2006 | B2 |
7505367 | Abdi | Mar 2009 | B2 |
20010050926 | Kumar | Dec 2001 | A1 |
20060131014 | Huang | Jun 2006 | A1 |
20080198695 | Abdi | Aug 2008 | A1 |
Number | Date | Country | |
---|---|---|---|
20130038462 A1 | Feb 2013 | US |
Number | Date | Country | |
---|---|---|---|
61325679 | Apr 2010 | US |