Apparatus and method for determining a symbol rate and a carrier frequency for data transmission and reception

• US 5,715,277 A
• Filed: 07/28/1995
• Issued: 02/03/1998
• Est. Priority Date: 07/28/1995
• Status: Expired due to Term

• Current Assignee: ARRIS Enterprises LLC (CommScope Holding Company, Inc.)
• Original Assignee: Motorola, Inc. (Motorola Solutions, Inc.)
• Inventors: Goodson, Richard L., Hunt, Gary D., Gusler, Lee T. Jr., Rushing, Mickey C.
• Primary Examiner(s): TSE, YOUNG TOI
• Application Number:
  US08/508,853
• Time in Patent Office: 921 Days
• Field of Search: 375/222, 375/225, 375/227, 375/377, 370/252, 370/276, 455/67.3
• US Class Current: 375/222
• CPC Class Codes: H04L 1/0001 Systems modifying transmission characteristics according to link quality, e.g. power backoff adaptive data allocation for multicarrier modulation H04L5/0044; controlling transmission power for radio systems H04W52/04
• CPC Class Codes: H04L 1/0002 by adapting the transmission rate
• CPC Class Codes: H04L 5/1446 of transmission speed

Abstract

An apparatus and method for a data communications device, such as a modem (100, 101), to determine a symbol rate and carrier frequency combination, from a received probe signal, for optimizing a bit rate for data transmission and reception. The various embodiments utilizing a processor (108) or a digital signal processor (106) receive a probe signal, which also typically contains noise and other distortions. The various method and apparatus embodiments then determine signal to distortion ratios for a plurality of symbol rate and carrier frequency combinations (820), and other optimization parameters, such as channel characteristics and attenuation distortion parameters (830). These optimization parameters are then utilized to determine an optimal symbol rate and carrier frequency (840).

Claims

1. A method of determining a symbol rate and a carrier frequency for data transmission and reception, from a transmitted probe signal received via a channel, the transmitted probe signal having a sequence of a plurality of tones having predetermined frequency, amplitude and phase characteristics, the transmitted probe signal having a first power level and a second power level, the transmitted probe signal received for a minimum duration for each of the first and second power levels to form a received probe signal having a plurality of sets of received probe tones, each set of received probe tones having a plurality of probe tone frequencies, the method comprising:

(a) measuring an average probe signal level for each probe tone frequency of the received probe signal to form a set of probe signal average power levels;

(b) measuring an average noise level for a plurality of noise frequencies to form a set of average noise levels;

(c) determining a plurality of signal to distortion ratios, each of the plurality of signal to distortion ratios corresponding to a symbol rate and carrier frequency combination from a plurality of combinations of symbol rates and carrier frequencies, to form a set of signal to distortion ratios;

(d) forming a plurality of optimization parameters, the plurality of optimization parameters including the set of signal to distortion ratios; and

(e) based upon the plurality of optimization parameters, determining a selected symbol rate and carrier frequency combination from the plurality of combinations of symbol rates and carrier frequencies.

2. The method of claim 1, wherein the selected symbol rate and carrier frequency combination corresponds to an optimal bit rate of a plurality of bit rates.

3. The method of claim 1, further comprising:

(d1) measuring attenuation distortion at a plurality of probe tone frequencies to form an attenuation distortion parameter, the attenuation distortion parameter included in the plurality of optimization parameters.

4. The method of claim 3, wherein the attenuation distortion parameter corresponds to envelope delay distortion.

5. The method of claim 3, further comprising removing a corresponding symbol rate from the plurality of combinations of symbol rates and carrier frequencies, the corresponding symbol rate selected based upon the attenuation distortion parameter.

6. The method of claim 1, further comprising:

(d2) determining a channel characteristic from the set of signal to distortion ratios, the channel characteristic included in the plurality of optimization parameters.

7. The method of claim 6, wherein the determining a channel characteristic step (d2) includes determining whether the channel is a PCM channel.

8. The method of claim 6, wherein the determining step (d2) includes determining whether the channel is a tandem PCM link.

9. The method of claim 6, wherein the determining step (d2) includes determining whether the channel is an ADPCM channel.

10. The method of claim 6, further comprising removing a corresponding symbol rate from the plurality of combinations of symbol rates and carrier frequencies, the corresponding symbol rate selected based upon the channel characteristic.

11. The method of claim 1, wherein the measuring step (a) further comprises:

(a1) sampling the received probe tones to form a set of sampled tones; and

(a2) performing a sequence of Fourier transformations of the set of sampled tones to form a plurality of sets of sequential Fourier transforms corresponding to each probe tone frequency and averaging a plurality of magnitudes of the sequential Fourier transforms corresponding to each probe tone frequency to form the set of probe signal average power levels.

12. The method of claim 1, wherein the measuring step (b) further comprises:

determining a set of a plurality of corresponding noise frequencies, each of the plurality of corresponding noise frequencies having a predetermined frequency difference from a probe tone frequency of the plurality of tones of the received probe signal; and

determining the set of average noise levels from an average of a plurality of samples of noise levels from the set of a plurality of corresponding noise frequencies.

13. The method of claim 12, wherein step (c) further comprises determining the plurality of signal to distortion ratios from:

##EQU12## as approximated by ##EQU13## where the product is over the values of "i" such that ##EQU14## in which S(f) is a power spectral density of the received probe signal, N(f) is a power spectral density of the set of a plurality of corresponding noise frequencies, in which f_sym is a symbol rate and f_c is a carrier frequency corresponding to a symbol rate and carrier frequency combination from the plurality of combinations of symbol rates and carrier frequencies, NumTones is a number of tones of the probe signal plus a number of corresponding noise frequencies included in the summation, "TB_n " is a correction factor for a noise power spectrum, B_n is a noise bandwidth parameter, and "B_p /f_sym " is a correction factor for a received probe signal power spectrum.

14. The method of claim 12, wherein step (c) further comprises determining the plurality of signal to distortion ratios from:

##EQU15## in which S(f) is a power spectral density of the received probe signal, N(f) is a power spectral density of the set of a plurality of corresponding noise frequencies, f_sym is a symbol rate and f_c is a carrier frequency corresponding to a symbol rate and carrier frequency combination from the plurality of combinations of symbol rates and carrier frequencies, f_i is a frequency of an i^th tone of the received probe signal, Σ

is a summation over values "i" such that ##EQU16## NumTones is a number of tones of the probe signal plus a number of corresponding noise frequencies included in the summation, "TB_n " is a correction factor for a noise power spectrum, B_n is a noise bandwidth parameter, and "B_p /f_sym " is a correction factor for a received probe signal power spectrum.

15. The method of claim 1, wherein the measuring step (b) further comprises:

(b1) sampling noise received together with the received probe signal to form a set of sampled noise;

(b2) performing a sequence of Fourier transformations of the set of sampled noise to form a plurality of sets of sequential Fourier transforms for each corresponding noise frequency of the set of the plurality of corresponding noise frequencies and averaging a plurality of magnitudes of the sequential Fourier transforms for each corresponding noise frequency to form the set of average noise levels.

16. A modem for data transmission and reception, the modem having an initial training period for determining a transmit power level from a transmitted probe signal received via a channel, the transmitted probe signal having a sequence of a plurality of tones having predetermined frequency, amplitude and phase characteristics, the transmitted probe signal having a first power level and a second power level, the transmitted probe signal received for a minimum duration for each of the first and second power levels to form a plurality of sets of transmitted tones, the modem comprising:

a data access arrangement coupleable to the channel to receive the transmitted probe signal, to form a received probe signal;

an analog-digital converter coupled to the data access arrangement to sample and convert the received probe signal to form a plurality of sets of received probe tones; and

a processor coupled to the analog-digital converter to receive the plurality of sets of received probe tones, the processor responsive to determine an average probe signal level for each tone frequency of the plurality of sets of received probe tones to form a set of probe signal average power levels, and to determine an average noise level for a plurality of noise frequencies to form a set of average noise levels;

the processor further responsive to determine a plurality of signal to distortion ratios, each of the plurality of signal to distortion ratios corresponding to a symbol rate and carrier frequency combination from a plurality of combinations of symbol rates and carrier frequencies, to form a set of signal to distortion ratios;

the processor further responsive to form a plurality of optimization parameters, the plurality of optimization parameters including the set of signal to distortion ratios; and

based upon the plurality of optimization parameters, the processor further responsive to determine a selected symbol rate and carrier frequency combination from the plurality of combinations of symbol rates and carrier frequencies.

17. The modem of claim 16, wherein the selected symbol rate and carrier frequency combination corresponds to an optimal bit rate of a plurality of bit rates.

18. The modem of claim 16, wherein the processor is further responsive to measure attenuation distortion at a plurality of probe tone frequencies to form an attenuation distortion parameter, the attenuation distortion parameter included in the plurality of optimization parameters.

19. The modem of claim 18, wherein the attenuation distortion parameter corresponds to envelope delay distortion.

20. The modem of claim 18, the processor further responsive to remove a corresponding symbol rate from the plurality of combinations of symbol rates and carrier frequencies, the corresponding symbol rate selected by the processor based upon the attenuation distortion parameter.

21. The modem of claim 16, wherein the processor is further responsive to determine a channel characteristic from the set of signal to distortion ratios, the channel characteristic included in the plurality of optimization parameters.

22. The modem of claim 21, wherein the processor is further responsive to determine whether the channel is a PCM channel to form the channel characteristic.

23. The modem of claim 21, wherein the processor is further responsive to determine whether the channel is a tandem PCM rink to form the channel characteristic.

24. The modem of claim 21, wherein the processor is further responsive to determine whether the channel is an ADPCM channel to form the channel characteristic.

25. The modem of claim 21, wherein the processor is further responsive to remove a corresponding symbol rate from the plurality of combinations of symbol rates and carrier frequencies, the corresponding symbol rate selected by the processor based upon the channel characteristic.

26. The modem of claim 16, wherein:

the analog-digital converter samples the received probe tones to form a set of sampled tones; and

the processor is further responsive to perform a sequence of Fourier transformations of the set of sampled tones to form a plurality of sets of sequential Fourier transforms corresponding to each probe tone frequency and averaging a plurality of magnitudes of the sequential Fourier transforms corresponding to each probe tone frequency to form the set of probe signal average power levels.

27. The modem of claim 16, wherein the processor is further responsive to determine a set of a plurality of corresponding noise frequencies, each of the plurality of corresponding noise frequencies having a predetermined frequency difference from a probe tone frequency of the plurality of tones of the received probe signal;

and to determine the set of average noise levels from an average of a plurality of samples of noise levels from each of the plurality of corresponding noise frequencies.

28. The modem of claim 27, wherein the processor is further responsive to determine the plurality of signal to distortion ratios from:

##EQU17## as approximated by ##EQU18## where the product is over the values of "i" such that ##EQU19## in which S(f) is a power spectral density of the received probe signal, N(f) is a power spectral density of the set of corresponding noise frequencies, in which f_sym is a symbol rate and f_c is a carrier frequency corresponding to a symbol rate and carrier frequency combination from the plurality of combinations of symbol rates and carrier frequencies, NumTones is a number of tones of the probe signal plus a number of corresponding noise frequencies included in the summation, "TB_n " is a correction factor for a noise power spectrum, B_n is a noise bandwidth parameter, and "B_p /f_sym " is a correction factor for a received probe signal power spectrum.

29. The modem of claim 27, wherein the processor is further responsive to determine the plurality of signal to distortion ratios from:

##EQU20## in which S(f) is a power spectral density of the received probe signal, N(f) is a power spectral density of the set of a plurality of corresponding noise frequencies, f_sym is a symbol rate and f_c is a carrier frequency corresponding to a symbol rate and carrier frequency combination from a plurality of combinations of symbol rates and carrier frequencies, f_i is the frequency of the i^th one of the probe signal, Σ

is a summation over values "i" such that ##EQU21## NumTones is a number of tones of the probe signal plus a number of corresponding noise frequencies included in the summation, "TB_n " is a correction factor for a noise power spectrum, B_n is a noise bandwidth parameter, and "B_p /f_sym " is a correction factor for a received probe signal power spectrum.

30. The modem of claim 27, wherein:

the analog-digital converter samples noise received together with the received probe signal to form a set of sampled noise; and

the processor is further responsive to perform a sequence of Fourier transformations of the set of sampled noise to form a plurality of sets of sequential Fourier transforms for each corresponding noise frequency of the set of the plurality of corresponding noise frequencies and averaging a plurality of magnitudes of the sequential Fourier transforms for each corresponding noise frequency to form the set of average noise levels.