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US 11,108,615 B2Granted
Method for receiving an image signal and method for transmitting an image signal
AssigneeRadius Inc.
InventorTohru Kohda
Life of this patent
Estimating the term…
Abstract
In accordance with an embodiment of the present invention, a method for receiving a signal, comprising the estimation step for estimating time and frequency shifts that are embedded in the received signal, to cancel-out shifts, wherein the method refers to the non-commutative shift parameter space of co-dimension 2.
Claims8
A method for receiving a signal with a high
- -phase-shift keying (PSK) modulated symbol (signal)
- {
- d
- p
- ,
- p
- ′
- =
- exp
-
- (
- i
-
-
- 2
-
- π
-
- k
- ℳ
- )
- ∈
- ℂ
- }
- p
- ,
- p
- ′
- =
- 1
- P
- ,
- P
- ′
- ,
- (
- 0
- ≤
- k
- ≤
- ℳ
- -
- 1
- )
- on a lattice
- TsZ×FsZ
- of a time-frequency plane (TFP), with address
- {right arrow over (p)}=(p,p′),0≤p≤P−1,0≤p′≤P′−1
- at a receiver apparatus, that convey a set of coefficients
- {ai}i=1n
- in a space domain (SD) and
- {a′i}i=1n
- in a spatial frequency domain (SFD) with a conjoint 2D spatial/spatial frequency (S/SF) representation
- H
-
- [
- x
- ]
- =
- ∑
- i
- =
- 1
- n
-
-
- a
- i
-
- g
-
- [
- x
- ;
- θ
- →
- i
- ]
- ,
- H
- ^
-
- [
- u
- ]
- =
- F
- (
- 2
- )
-
- [
- H
-
- [
- x
- ]
- ]
- =
- ∑
- i
- =
- 1
- n
-
-
- a
- i
- ′
-
- g
- ^
-
- [
- u
- ;
- θ
- →
- i
- ]
- in terms of a set of templates and their Fourier transform (FT)s
- {g[x;{right arrow over (θ)}i],ĝ[u;{right arrow over (θ)}i]}i=1n,
- with parameters
- {right arrow over (θ)}i=(x0i,u0i,{right arrow over (a)}i),x0i=(x0i,y0i),u0i=(u0i,v0i),{right arrow over (a)}i=(ai,βi),
- in place of an original SD-image I(x) with 2D space (S) variable vector
- x=(x,y)
- and its FT SFD-image
- Î[u]=F(2)[I[x]]
- with 2D spatial frequency (SF) variable vector
- u(u,v)
- , of a plurality of bits,
- comprising performing
- a decoding step at the receiver apparatus for decoding a symbol sequence
- dji
- into two sets of received SD- and SFD-expansion coefficients, respectively denoted by
- {ãi}t=1n,{ã′i}i=1n
- and
- a reconstructing step at the receiver apparatus, using a 2D elementary function (template)
- g[x;{right arrow over (θ)}i]
- and its
- FTĝ[u;{right arrow over (θ)}i]
- , for reconstructing an associated image and its FT, denoted as
- {tilde over (H)}(x) and {circumflex over ({tilde over (H)})}(u)
- , corresponding to
- H
-
- [
- x
- ]
- =
- ∑
- i
- =
- 1
- n
-
-
- a
- i
-
- g
-
- [
- x
- ;
- θ
- →
- i
- ]
- ,
- H
- ^
-
- [
- u
- ]
- =
- ∑
- i
- =
- 1
- n
-
-
- a
- i
- ′
-
- g
- ^
-
- [
- u
- ;
- θ
- →
- i
- ]
- .
- and given as respectively
- H
- ~
-
- [
- u
- ]
- =
- ∑
- i
- =
- 1
- n
-
-
- a
- ~
- ′
-
- g
-
- [
- x
- ;
- θ
- →
- i
- ]
- ,
- H
- ^
- ~
-
- [
- u
- ]
- =
- ∑
- i
- =
- 1
- n
-
-
- a
- ~
- ′
-
- g
- ^
-
- [
- u
- ;
- θ
- →
- i
- ]
- .
255 more elements
A method for transmitting a signal with a high
- -phase-shift-keying (PSK) symbol (signal)
- d
- q
- →
- =
- exp
-
- (
- i
-
-
- 2
-
- πk
- ℳ
- )
- ∈
- ℂ
- ,
- (
- 0
- ≤
- k
- ≤
- ℳ
- -
- 1
- )
- on a lattice
- Tx×Ts
- of a time-frequency plane (TFP), with address
- {right arrow over (q)}=(q,q′)
- at a transmitter apparatus, that conveys a conjoint two dimensional spatial/spatial frequency (2D S/SF) image representation as a set of coefficients
- {ai}i=1n
- in a space-domain two dimensional (SD 2D) Gabor representation
- H
-
- [
- x
- ]
- =
- ∑
- i
- =
- 1
- n
-
-
- a
- i
-
- g
-
- [
- x
- ;
- θ
- i
- →
- ]
- ,
- respectively as a set of coefficients,
- {a′i}i=1n
- in a spatial frequency-domain two dimensional (SFD 2D) Gabor representation
- H
-
- [
- u
- ]
- =
- ∑
- i
- =
- 1
- n
-
-
- a
- i
-
- g
- ^
-
- [
- u
- ;
- θ
- i
- →
- ]
- )
- ,
- as compressed data, in place of an original space-domain (SD)-image I(x) (respectively, its Fourier transform (FT), spatial frequency-domain (SFD)-image
- Î(u)=F(2)[I[x]]),
- of a plurality of bits,
- comprising performing
- a representation step at the transmitter apparatus for representing an original image I(x),
- respectively its (Fourier transform (FT) image
- Î(u),
- either exactly or by projecting it onto a chosen set of two dimensional space-domain (2D SD)-templates
- {g[x;{right arrow over (θ)}i]}i=1n,
- respectively their FT SFD-templates
- {ĝ[u;{right arrow over (θ)}i]}i=1n,
- such that a resultant vector
- H
-
- [
- x
- ]
- =
- ∑
- i
- =
- 1
- n
-
-
- a
- i
-
- g
-
- [
- x
- ;
- θ
- i
- →
- ]
- ,
- (
- resp
- .
- ,
- H
- ^
-
- [
- u
- ]
- =
- ℱ
- (
- 2
- )
-
- [
- H
-
- [
- x
- ]
- ]
- =
- ∑
- i
- =
- 1
- n
-
-
- a
- i
- ′
-
- g
- ^
-
- [
- u
- ;
- θ
- i
- →
- ]
- )
- minimizes squared norms of errors
- |I[x]−H[x]∥2,(resp.,∥Î[u]−Ĥ[u]∥2)
- and
- an encoding step at the transmitter apparatus for encoding two sets of n expansion coefficients
- {ai}i=1n and {a′i}i=1n
- into an
- -ary PSK symbol sequence
- d{right arrow over (q)}
- with data address
- {right arrow over (q)}=(q,q′)
- to be transmitted, and then transmitting a signal with
- d{right arrow over (q)}
- at the transmitter apparatus via an optional doubly dispersive channel for mobile communication.
186 more elements
A transmitter-receiver system for an original image and its Fourier transform (FT) image signals via a doubly dispersive channel for mobile communication, comprising:
- a transmitter apparatus;
- and
- a receiver apparatus,
- the transmitter apparatus including
- a representation part for representing an image and its FT image as a set of expansion coefficients, regarded as compressed data of an image and its FT image by projecting it onto a set of two dimensional spatial-spatial frequency (2D S-SF) shifted functions, together with use of a spatial-spatial frequency shift operator (SSFSO) representing spatial-spatial frequency (S-SF) shifts and a phase term due to a half shift of a S shift, and a frequency dual of the SSFSO representing S-SF shifts and a phase term due to a half shift of the SF shift, with reference to a non-commutative shift parameter space of co-dimension 4 and
- an encoding part for encoding a resultant projection coefficient to an
- -ary symbol sequence to be transmitted, in place of an original SD-image I(x), respectively its Fourier transform (FT), spatial frequency-domain (SFD)-image
- Î(u),
- of a plurality of bits, and while
- an optimization part for optimizing expansion coefficients by applying von Neumann's alternating projection theorem (APT) to a 4D symmetrical localization operator (LO), which is a concatenation of a space domain-projection operator (SD-PO) and a spatial frequency domain-projection operator (SFD-PO), and by a repetition of two such 4D LOs, with use of a symmetrical SSFSO and its frequency dual, and
- a transmitting part at the transmitter apparatus for transmitting the signal with encoded data sequence,
- the receiver apparatus including
- a receiving part for receiving a signal with
- -PSK symbol sequence at a receiver apparatus,
- a decoding part at the receiver apparatus for decoding the received
- -ary symbol sequence to two sets of SD-SFD projection coefficients of an image and its FT image, and
- a reconstruction part at the receiver apparatus for reconstructing image and FT image using received expansion coefficients of the image and its FT image, in conjunction with 2D S-SF shifted functions, together with the use of a SSFSO representing S-SF shifts and a phase term due to a half shift of the S shift, and a frequency dual of the SSFSO representing S-SF shifts, and a phase term due to a half shift of the SF shift, with reference to two non-commutative shift parameter spaces of co-dimension 4.
14 more elements
Dependencies are inferred from the claim text.