Notice of Pre-AIA or AIA Status
The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA .
Drawings
The drawings are objected to because Figures 1 and 10-12 should have durable and clean lines to comply with 37 CFR 1.84(l).
Corrected drawing sheets in compliance with 37 CFR 1.121(d) are required in reply to the Office action to avoid abandonment of the application. Any amended replacement drawing sheet should include all of the figures appearing on the immediate prior version of the sheet, even if only one figure is being amended. The figure or figure number of an amended drawing should not be labeled as “amended.” If a drawing figure is to be canceled, the appropriate figure must be removed from the replacement sheet, and where necessary, the remaining figures must be renumbered and appropriate changes made to the brief description of the several views of the drawings for consistency. Additional replacement sheets may be necessary to show the renumbering of the remaining figures. Each drawing sheet submitted after the filing date of an application must be labeled in the top margin as either “Replacement Sheet” or “New Sheet” pursuant to 37 CFR 1.121(d). If the changes are not accepted by the examiner, the applicant will be notified and informed of any required corrective action in the next Office action. The objection to the drawings will not be held in abeyance.
Specification
The disclosure is objected to because of the following informalities: in [0059], it appears that the word “week” in the phrase “this indicates that the current ambient light Light1 is week” is a spelling error and that it should be replaced with --weak-- to improve clarity.
Appropriate correction is required.
Claim Rejections - 35 USC § 103
In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status.
The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action:
A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made.
Claim(s) 1-2, 5-6, 11, and 13-14 is/are rejected under 35 U.S.C. 103 as being unpatentable over Hirano US20220342040 in view of Deichmann et al. US20030164952.
Regarding independent claim 1, Hirano discloses, in Figures 1-16,
A ranging adjustment method (Hirano; Fig. 1-16) of a LiDAR device (Hirano; the distance measurement apparatus 1), wherein the LiDAR device comprises a laser beam emission module (Hirano; light source 20 with laser light source 22) and a laser beam receiving module (Hirano; light reception device 30), the ranging adjustment method comprising:
turning off a laser beam emission module and turning on a laser beam receiving module, to obtain histogram data of ambient light (Hirano; Fig. 10B histogram of background light alone with the laser off and indicated by “tf of background light”);
adjusting detection efficiency of the laser beam receiving module based on the histogram data of the ambient light (Hirano; [0090] “on the basis of the fall time tf… the controller 40 outputs a control signal for controlling the light emission amount of the laser light source 22 or the sensitivity (detection efficiency PDE) of the SPAD element 51, or both”; [0091] “controls the sensitivity (detection efficiency PDE) of the SPAD element 51… ” and “SPAD driver 55 performs control to reduce the sensitivity of the SPAD element 51 by, for example, changing the voltage value (Ve6-V6d) of the voltage to be applied to the SPAD element 51 to cause the fall time 1r of the light reception response to converge to the predetermined reference value (reference time)±α”);
turning on the laser beam emission module and the laser beam receiving module, to obtain histogram data of a current optical signal (Hirano; Fig. 10C histogram of both the signal light and the background light); and
determining data of an echo signal and distance information of a to-be-detected object (Hirano; Fig. 8 “distance measurement”; Fig. 9 “distance information”).
Hirano does not specifically disclose comparing the histogram data of the current optical signal with the histogram data of the ambient light, and determining histogram data of an echo signal and distance information of a to-be-detected object, based on a result of the comparison.
Deichmann teaches subtracting a first histogram from a second histogram for the purpose of removing the background light intensity to generate a new histogram for 3D modeling (Deichmann; [0067] first histogram is with light source turned off, and second histogram is with light source on, and taking the difference between the two histograms to remove the background intensity and to generate a new histogram for 3D modeling; [0037] “3D modeling”).
It would have been obvious to one having ordinary skill at the effective filing date of the invention to modify the distance ranging method/steps as taught by Hirano to include the histogram comparison/subtraction to generate a new histogram as taught by Deichmann for the purpose of removing the background light intensity/noise (Deichmann; [0067] “to remove the background intensity”).
Regarding claim 2, Modified Hirano teaches the invention substantially the same as described above, and The ranging adjustment method according to claim 1, wherein the result of the comparison comprises magnitude of a ratio or magnitude of a difference (Deichmann; [0067] first histogram is with light source turned off, and second histogram is with light source on, and taking the difference between the two histograms to remove the background intensity).
Regarding claim 5, Modified Hirano teaches the invention substantially the same as described above, and The ranging adjustment method according to claim 1, wherein obtaining the histogram data of the ambient light comprises: turning off the laser beam emission module and turning on the laser beam receiving module to receive current ambient light (Hirano; Fig. 10B histogram of background light alone with the laser off and indicated by “tf of background light”); and converting the ambient light received multiple times into multiple corresponding pulse signals, and superimposing the multiple corresponding pulse signals to form the histogram data of the ambient light (Hirano; Fig. 9; [0104] average computing section 634).
Regarding claim 6, Modified Hirano teaches the invention substantially the same as described above, and The ranging adjustment method according to claim 5, wherein converting the ambient light received multiple times into the multiple corresponding pulse signals, and superimposing the multiple corresponding pulse signals to form the histogram data of the ambient light comprises: performing averaging processing on the multiple pulse signals converted from the ambient light received multiple times, generating multiple pulse signals with equal amplitude, and superimposing the multiple pulse signals to form the histogram data of the ambient light (Hirano; Fig. 9; [0104] average computing section 634).
Regarding independent claim 11, Modified Hirano teaches the invention substantially the same as described above in reference to regarding independent claim 1, and
A LiDAR device (Hirano; the distance measurement apparatus 1) (Hirano; Fig. 1-16), comprising a laser beam emission module (Hirano; light source 20 with laser light source 22), a laser beam receiving module (Hirano; light reception device 30), and a control circuit (Hirano; Fig. 2A; controller 40) respectively connected to the laser beam emission module and the laser beam receiving module, wherein the control circuit comprises a memory (Hirano; [0061] the inherent memory that cooperates with controller 40 and the CPU to store instructions that run the CPU and the controller and is analogous to the nonvolatile memory described in [0115] as correction table storage section 636), a processor (Hirano; [0061] controller 40 comprises a CPU), and a computer program stored in the memory and capable of running on the processor (Hirano; Fig. 8 flowchart that corresponds the computer program instructions), and wherein when the processor executes the computer program, the following processes are implemented:
turning off the laser beam emission module and turning on the laser beam receiving module, to obtain histogram data of ambient light (Hirano; Fig. 10B histogram of background light alone with the laser off and indicated by “tf of background light”);
adjusting detection efficiency of the laser beam receiving module based on the histogram data of the ambient light (Hirano; [0090] “on the basis of the fall time tf… the controller 40 outputs a control signal for controlling the light emission amount of the laser light source 22 or the sensitivity (detection efficiency PDE) of the SPAD element 51, or both”; [0091] “controls the sensitivity (detection efficiency PDE) of the SPAD element 51… ” and “SPAD driver 55 performs control to reduce the sensitivity of the SPAD element 51 by, for example, changing the voltage value (Ve6-V6d) of the voltage to be applied to the SPAD element 51 to cause the fall time 1r of the light reception response to converge to the predetermined reference value (reference time)±α”);
turning on the laser beam emission module and the laser beam receiving module, to obtain histogram data of a current optical signal (Hirano; Fig. 10C histogram of both the signal light and the background light); and
comparing the histogram data of the current optical signal with the histogram data of the ambient light (Deichmann; [0067] first histogram is with light source turned off, and second histogram is with light source on, and taking the difference between the two histograms to remove the background intensity and to generate a new histogram for 3D modeling; [0037] “3D modeling”), and
determining histogram data of an echo signal and distance information of a to-be-detected object, based on a result of the comparison (Hirano; Fig. 8 “distance measurement”; Fig. 9 “distance information”).
Regarding claim 13, Modified Hirano teaches the invention substantially the same as described above, and The LiDAR device according to claim 11, wherein the laser beam receiving module (Hirano; Fig. 2A; light reception device 30) comprises:
a laser beam receiving assembly (Hirano; Fig. 2A; the assembly of lens 31, optical sensor 32, and signal processor 33), wherein the laser beam receiving assembly is configured to convert a corresponding optical signal into a current signal (Hirano; optical sensor 32; [0060] “performs photoelectric conversion”);
a power supply circuit respectively connected to the control circuit and the laser beam receiving assembly, wherein the power supply circuit is triggered by a control signal of the control circuit to output a voltage signal with a corresponding value to the laser beam receiving assembly (Hirano; the inherent power supply circuit that supplies power to the distance measurement apparatus 1),
to adjust detection efficiency of the laser beam receiving assembly (Hirano; [0090] “on the basis of the fall time tf… the controller 40 outputs a control signal for controlling the light emission amount of the laser light source 22 or the sensitivity (detection efficiency PDE) of the SPAD element 51, or both”; [0091] “controls the sensitivity (detection efficiency PDE) of the SPAD element 51… ” and “SPAD driver 55 performs control to reduce the sensitivity of the SPAD element 51 by, for example, changing the voltage value (Ve6-V6d) of the voltage to be applied to the SPAD element 51 to cause the fall time 1r of the light reception response to converge to the predetermined reference value (reference time)±α”); and
a signal processing circuit respectively connected to the laser beam receiving assembly and the control circuit, wherein the signal processing circuit is configured to: convert, into corresponding histogram data, an electrical signal converted and output by the laser beam receiving assembly, and output the corresponding histogram data to the control circuit (Hirano; Fig. 5A circuit diagram; time calculator 60),
wherein the laser beam receiving assembly comprises a photoelectric converter (Hirano; SPAD 51; [0063] single photon avalanche diode SPAD).
Regarding claim 14, Modified Hirano teaches the invention substantially the same as described above, and The LiDAR device according to claim 13, wherein the photoelectric converter comprises a photoelectric detection avalanche diode (Hirano; SPAD 51; [0063] single photon avalanche diode SPAD).
Claim(s) 3-4 and 7-10 is/are rejected under 35 U.S.C. 103 as being unpatentable over Hirano US20220342040 in view of Deichmann et al. US20030164952 as applied to claim 1 above, and further in view of Zhao US20240192339 .
Regarding claim 3, Modified Hirano teaches the invention substantially the same as described above, and The ranging adjustment method according to claim 1, further comprising: adjusting the detection efficiency of the laser beam receiving module based on the histogram data of the ambient light (Hirano; [0090] “on the basis of the fall time tf… the controller 40 outputs a control signal for controlling the light emission amount of the laser light source 22 or the sensitivity (detection efficiency PDE) of the SPAD element 51, or both”; [0091] “controls the sensitivity (detection efficiency PDE) of the SPAD element 51… ” and “SPAD driver 55 performs control to reduce the sensitivity of the SPAD element 51 by, for example, changing the voltage value (Ve6-V6d) of the voltage to be applied to the SPAD element 51 to cause the fall time 1r of the light reception response to converge to the predetermined reference value (reference time)±α”).
Modified Hirano is silent regarding accordingly adjusting emission power or a number of laser beam emissions of the laser beam emission module in one frame of a scanning image.
Zhao teaches the balancing of parameters to optimize LIDAR performance under stray light saturation which include the correlation between adjusting light emission power and adjusting a bias voltage. Specifically, Zhao teaches an inverse correlation between emission power and bias voltage for LIDAR operation in that when bias voltages is increased, then light emission power is decreased for the purpose of maintaining long-range detection performance and to avoid the scenario of having the combination of both low photon detection efficiency PDE responsivity and low emission power which would reduce the long-range detection capability of the LIDAR (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”).
It would have been obvious to one having ordinary skill at the effective filing date of the invention to modify the distance ranging method/steps as taught by Modified Hirano to include adjusting emission power as taught by Zhao for the purpose of maintaining long-range detection performance and to avoid the scenario of having the combination of both low photon detection efficiency PDE responsivity and low emission power which would reduce the long-range detection capability of the LIDAR (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”).
Regarding claim 4, Modified Hirano teaches the invention substantially the same as described above, and The ranging adjustment method according to claim 1.
Modified Hirano is silent regarding further comprising: after the distance information of the to-be-detected object is determined, accordingly adjusting emission power or a number of laser beam emissions of the laser beam emission module in one frame of a scanning image based on the histogram data of the echo signal.
Zhao teaches the balancing of parameters to optimize LIDAR performance under stray light saturation which include the correlation between adjusting light emission power and adjusting a bias voltage. Specifically, Zhao teaches an inverse correlation between emission power and bias voltage for LIDAR operation in that when bias voltages is increased, then light emission power is decreased for the purpose of maintaining long-range detection performance and to avoid the scenario of having the combination of both low photon detection efficiency PDE responsivity and low emission power which would reduce the long-range detection capability of the LIDAR (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”).
It would have been obvious to one having ordinary skill at the effective filing date of the invention to modify the distance ranging method/steps as taught by Modified Hirano to include adjusting emission power as taught by Zhao for the purpose of maintaining long-range detection performance and to avoid the scenario of having the combination of both low photon detection efficiency PDE responsivity and low emission power which would reduce the long-range detection capability of the LIDAR (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”).
Regarding claim 7, Modified Hirano teaches the invention substantially the same as described above, and The ranging adjustment method according to claim 3, wherein adjusting the detection efficiency of the laser beam receiving module based on the histogram data of the ambient light (Hirano; [0090] “on the basis of the fall time tf… the controller 40 outputs a control signal for controlling the light emission amount of the laser light source 22 or the sensitivity (detection efficiency PDE) of the SPAD element 51, or both”; [0091] “controls the sensitivity (detection efficiency PDE) of the SPAD element 51… ” and “SPAD driver 55 performs control to reduce the sensitivity of the SPAD element 51 by, for example, changing the voltage value (Ve6-V6d) of the voltage to be applied to the SPAD element 51 to cause the fall time 1r of the light reception response to converge to the predetermined reference value (reference time)±α”), and
adjusting the emission power or the number of laser beam emissions of the laser beam emission module in one frame of the scanning image comprises: reducing the detection efficiency of the laser beam receiving module, and increasing the emission power or the number of laser beam emissions of the laser beam emission module in the frame of the scanning image, when the histogram data of the ambient light is greater than a first preset threshold of the histogram data (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”) (The combination of Hirano, Deichmann, and Zhao teaches that in an oversaturated ambient light condition, the PDE should be reduced by reducing the bias voltage which should be balanced by increasing the emission power in order to maintain sufficient long-distance ranging capabilities).
Regarding claim 8, Modified Hirano teaches the invention substantially the same as described above, and The ranging adjustment method according to claim 3, wherein adjusting the detection efficiency of the laser beam receiving module based on the histogram data of the ambient light (Hirano; [0090] “on the basis of the fall time tf… the controller 40 outputs a control signal for controlling the light emission amount of the laser light source 22 or the sensitivity (detection efficiency PDE) of the SPAD element 51, or both”; [0091] “controls the sensitivity (detection efficiency PDE) of the SPAD element 51… ” and “SPAD driver 55 performs control to reduce the sensitivity of the SPAD element 51 by, for example, changing the voltage value (Ve6-V6d) of the voltage to be applied to the SPAD element 51 to cause the fall time 1r of the light reception response to converge to the predetermined reference value (reference time)±α”), and
adjusting the emission power or the number of laser beam emissions of the laser beam emission module in one frame of the scanning image comprises: increasing the detection efficiency of the laser beam receiving module, and reducing the emission power or the number of laser beam emissions of the laser beam emission module in the frame of the scanning image, when the histogram data of the ambient light is less than a first preset threshold of the histogram data (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”) (The combination of Hirano, Deichmann, and Zhao teaches that in an undersaturated ambient light condition, the PDE should be increased by increasing the bias voltage which should be balanced by decreasing the emission power in order to maintain sufficient long-distance ranging capabilities).
Regarding claim 9, Modified Hirano teaches the invention substantially the same as described above, and The ranging adjustment method according to claim 3, wherein adjusting the detection efficiency of the laser beam receiving module based on the histogram data of the ambient light (Hirano; [0090] “on the basis of the fall time tf… the controller 40 outputs a control signal for controlling the light emission amount of the laser light source 22 or the sensitivity (detection efficiency PDE) of the SPAD element 51, or both”; [0091] “controls the sensitivity (detection efficiency PDE) of the SPAD element 51… ” and “SPAD driver 55 performs control to reduce the sensitivity of the SPAD element 51 by, for example, changing the voltage value (Ve6-V6d) of the voltage to be applied to the SPAD element 51 to cause the fall time 1r of the light reception response to converge to the predetermined reference value (reference time)±α”), and
adjusting the emission power or the number of laser beam emissions of the laser beam emission module in one frame of the scanning image comprises: when the histogram data of the ambient light is within a first preset range of the histogram data, setting the detection efficiency of the laser beam receiving module to constant preset detection efficiency, and setting the emission power or the number of laser beam emissions of the laser beam emission module in the frame of the scanning image to constant power or a constant number of emissions (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”) (The combination of Hirano, Deichmann, and Zhao teaches that in a normal/neutral saturation ambient light condition, the PDE should remain constant by maintaining a constant bias voltage which should be balanced by maintaining a constant emission power in order to maintain sufficient long-distance ranging capabilities).
Regarding claim 10, Modified Hirano teaches the invention substantially the same as described above, and The ranging adjustment method according to claim 4, wherein adjusting the emission power or the number of laser beam emissions of the laser beam emission module in one frame of the scanning image based on the histogram data of the echo signal (Hirano; [0090] “on the basis of the fall time tf… the controller 40 outputs a control signal for controlling the light emission amount of the laser light source 22 or the sensitivity (detection efficiency PDE) of the SPAD element 51, or both”; [0091] “controls the sensitivity (detection efficiency PDE) of the SPAD element 51… ” and “SPAD driver 55 performs control to reduce the sensitivity of the SPAD element 51 by, for example, changing the voltage value (Ve6-V6d) of the voltage to be applied to the SPAD element 51 to cause the fall time 1r of the light reception response to converge to the predetermined reference value (reference time)±α”), comprises at least one of the following:
when the histogram data of the echo signal is greater than a second preset threshold of the histogram data, reducing the emission power or the number of laser beam emissions of the laser beam emission module in the frame of the scanning image (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”) (The combination of Hirano, Deichmann, and Zhao teaches that in an oversaturated ambient light condition, the PDE should be reduced by reducing the bias voltage which should be balanced by increasing the emission power in order to maintain sufficient long-distance ranging capabilities);
when the histogram data of the echo signal is less than a second preset threshold of the histogram data, increasing the emission power or the number of laser beam emissions of the laser beam emission module in the frame of the scanning image (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”) (The combination of Hirano, Deichmann, and Zhao teaches that in an undersaturated ambient light condition, the PDE should be increased by increasing the bias voltage which should be balanced by decreasing the emission power in order to maintain sufficient long-distance ranging capabilities); or
when the histogram data of the echo signal is within a second preset range of the histogram data, setting the emission power or the number of laser beam emissions of the laser beam emission module in the frame of the scanning image to constant power or a constant number of emissions (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”) (The combination of Hirano, Deichmann, and Zhao teaches that in a normal/neutral saturation ambient light condition, the PDE should remain constant by maintaining a constant bias voltage which should be balanced by maintaining a constant emission power in order to maintain sufficient long-distance ranging capabilities).
Claim(s) 12 is/are rejected under 35 U.S.C. 103 as being unpatentable over Hirano US20220342040 in view of Deichmann et al. US20030164952 as applied to claim 11 above, and further in view of Zhao US20240192339 and Shu et al. US20180259645.
Regarding claim 12, Modified Hirano teaches the invention substantially the same as described above, and The LiDAR device according to claim 11, wherein the laser beam emission module comprises: a laser beam emission assembly (Hirano; the assembly of laser driver 21 and laser light source 22); and a laser beam drive circuit (Hirano; the corresponding circuit that cycles/switches the laser on/off) respectively connected to the control circuit and the laser beam emission assembly, wherein the laser beam drive circuit is accordingly turned on or off based on a control signal output by the control circuit.
Modified Hirano does not teach accordingly adjusts emission power or a number of laser beam emissions of the laser beam emission module in one frame of a scanning image, wherein the laser beam emission assembly comprises multiple lasers.
Zhao teaches the balancing of parameters to optimize LIDAR performance under stray light saturation which include the correlation between adjusting light emission power and adjusting a bias voltage. Specifically, Zhao teaches an inverse correlation between emission power and bias voltage for LIDAR operation in that when bias voltages is increased, then light emission power is decreased for the purpose of maintaining long-range detection performance and to avoid the scenario of having the combination of both low photon detection efficiency PDE responsivity and low emission power which would reduce the long-range detection capability of the LIDAR (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”).
It would have been obvious to one having ordinary skill at the effective filing date of the invention to modify the distance ranging method/steps as taught by Modified Hirano to include adjusting emission power as taught by Zhao for the purpose of maintaining long-range detection performance and to avoid the scenario of having the combination of both low photon detection efficiency PDE responsivity and low emission power which would reduce the long-range detection capability of the LIDAR (Zhao; [0114] “For example, when the light emission power becomes smaller, the first bias voltage can be increased so that the SiPM is not completely turned off.”; [0006] “low responsivity and low light emission power can cause the problem of reduced long-range detection performance of the LiDAR.”).
Modified Hirano does not teach wherein the laser beam emission assembly comprises multiple lasers.
Shu teaches wherein the laser beam emission assembly comprises multiple lasers (Shu; [0407] “Laser source 3542 can be on its own integrated circuit and can comprise a plurality of laser devices (e.g., vertical-cavity surface-emitting lasers (VCSELs)).”).
It would have been obvious to one having ordinary skill at the effective filing date of the invention to modify the laser beam emission assembly as taught by Modified Hirano to comprise multiple lasers as taught by Shu for the purpose of adding redundancy and for determining ranges in multiple/other directions.
Conclusion
The prior art made of record and not relied upon is considered pertinent to applicant's disclosure.
Gnecchi et al. US20180259625 teaches, in flowchart Figure 9, a noise measurement step 1020 and setting thresholds based on signal-to-noise ratio SNR ([0071]).
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/JONATHAN MALIKASIM/ Primary Examiner, Art Unit 3612 1/9/26