input multiple-output technology for
indoor lighting, communication, and
positioning
Yang Liu
Chin-Wei Hsu
Hung-Yu Chen
Kevin Liang
Chi-Wai Chow
Chien-Hung Yeh
Visible-light communication
input
multiple-output technology for
indoor lighting,
communication, and
positioning
Yang Liu,a,*Chin-Wei Hsu,bHung-Yu Chen,bKevin Liang,b
Chi-Wai Chow,band Chien-Hung Yehc
aPhilips Electronics Ltd., Shatin, New Territories, Hong
Kong
bNational Chiao Tung University, Department of Photonics
and Institute of Electro-Optical Engineering, Hsinchu 30010, Taiwan
cFeng Chia University, Department of Photonics, Taichung
40724, Taiwan
Abstract. Visible-light communication (VLC) is license free and electromagnetic-interference free; it thus can be deployed in radio-frequency forbidden areas. The light-emitting diode (LED) system providing simultaneously lighting, VLC, and positioning is highly desirable for provid-ing real-time trackprovid-ing, monitorprovid-ing, and navigatprovid-ing with very little extra cost. We propose and demonstrate a multiple-input multiple-output (MIMO) VLC-positioning system using white-light LEDs. Our scheme is based on MIMO to provide both position and VLC. Experimental results show that the proposed MIMO VLC system can achieve a bit-error rate of 10−10, while the positioning errors are within 1 cm. Numerical analyses are also performed, showing the positioning error can be measured within 1 cm. Further analysis of tilting angle of the receiver is also presented. © 2015 Society of Photo-Optical Instrumentation
Engineers (SPIE) [DOI:10.1117/1.OE.54.12.120502]
Keywords: visible-light communication; positioning.
Paper 151509L received Nov. 2, 2015; accepted for publication Nov. 12, 2015; published online Dec. 22, 2015.
1 Introduction
Due to continuous improvement of power efficiency and reduction in cost, white-light light-emitting diode (LED) is gradually replacing traditional lighting sources. In addi-tion, visible-light communication (VLC) has attracted significant attention1–4as a promising candidate for provid-ing optical wireless communication. VLC offers many advantages, such as high directionality and no electromag-netic interference (EMI) to equipment and machines, etc. Using LED as the transmitter (Tx) for VLC can simultane-ously provide lighting and communication.
As VLC is license free and EMI free, it can be deployed in many indoor environments, even in radio-frequency (RF) forbidden areas, such as hospital operation theaters,
electricity power plants, etc. In addition to simultaneously provide lighting and VLC, the LED system offering position-ing function is highly desirable in real-time trackposition-ing, mon-itoring, and navigating. Potential applications of the VLC positioning include indoor navigation, device tracking, and controlling robot movement. For example, the receivers (Rx) in the trolleys of airports or department stores can detect the location information from nearby LEDs, and transmit the infor-mation using VLC or RF to the central computer, which contains a database of the identities of all the LEDs and the corresponding locations. Hence, the trolleys can be tracked and positioned.
In this work, we propose and demonstrate a multiple-input multiple-output (MIMO) VLC-positioning system using white-light LEDs. Although MIMO has been used in several VLC systems,5this work is the experimental
dem-onstration using MIMO for positioning and communication. Chang et al.6also propose and demonstrate an MIMO VLC
system, in which the MIMO technique is used to increase the aggregate data rate, while our scheme uses MIMO for simul-taneously positioning and increasing data rate. In addition, the optical sources in Ref. 6 are red light lasers; hence, much higher data rate and transmission distance can be achieved. In our case, white-light LEDs are used; hence, the data rate and transmission distance are limited. Unlike the VLC-positioning system,7our scheme is based on MIMO to provide both position and VLC. Yasir et al.8also reported an
interesting positioning; however, the orientation of the Rx is very important. Users need to measure the received powers from each transmitter (i.e., LED source) twice by varying the receiver orientations. Accelerometer in the Rx is required, and it will increase the system cost and complexity if a smart phone is not used. Here, in our proposed work, exper-imental results show that the proposed MIMO VLC system can achieve a bit-error rate (BER) of 10−10, while the posi-tioning errors are within 1 cm. Numerical analyses of the VLC-positioning systems are also performed, showing the positioning error within 1 cm. Further analysis of tilting angle of the Rx is also presented.
2 Proposed System and Experiment
The system design using MIMO and the channel model of the VLC system is first described. Assume there are t Txs and r Rxs in the VLC-lighting and -positioning system, the output optical signals emitted from these Txs are X ¼ ½x1; x2; : : : ; xt, where each element of X is the data emitted
from LED1to LEDt, respectively. Assume the received
sig-nals by these Rxs are Y ¼ ½y1; y2; : : : ; yr, where each
element of Y is the received data by Rx1to Rxr, respectively.
The relationship of X and Y can be described by
EQ-TARGET;temp:intralink-;e001;326;202
Y ¼ H X þ n; (1)
where H is the channel response described in Eq. (2) and n is the noise added to the channel
EQ-TARGET;temp:intralink-;e002;326;155 H ¼ 2 6 4 h11 · · · h1t .. . .. . ... hr1 · · · hrt 3 7 5: (2)
The channel response is different for different Rx posi-tions. The matrix H can be used to locate the position of the Rx; hence, the position of the Rx can be obtained. For instance, the element hrt in H represents the optical
power emitted from the t’th Tx and received by the r’th Rx. Figure 1 shows the proposed experiment of a 2× 2 MIMO system. As the direct modulation response of the white-light LED is∼1 MHz, without using optical blue filter and advanced equalization circuit, we can only overmodulate each LED to 5 Mbit∕s using pseudorandom binary sequence nonreturn-to-zero (NRZ) data, and the transmission distance is 1 m. Higher data rates and longer transmission distances can be expected using equalization in both Tx and Rx. Here, X ¼ ½x1; x2 are applied to the two while-light LEDs,
respectively. Lenses are used in front of the LEDs. The white LEDs used in this demonstration have the modulation bandwidth of ∼1 MHz. Using different equalization tech-niques9 and spectral efficient modulation format,10 the
data rate of VLC can be enhanced, and MIMO can also be applied to further increase the data rate.
3 Results and Discussion
The VLC system performances received by Rx1and Rx2 in
terms of BER are shown in Figs.2(a)and2(b), respectively. BER of <10−10can be achieved around the center position. As the LED transmission is quite directional, the BERs degrade quickly at both ends of the Rx plane due to low illu-mination. The slightly performance difference between Figs.2(a)and2(b)is due to different modulation responses of the two LEDs. The overall data rate of the proposed system is∼2 × 5 Mbit∕s. In our proposed scheme, the posi-tioning information can be achieved based on the channel Fig. 1 Proposed2 × 2 MIMO system supporting simultaneously
vis-ible-light communication (VLC), positioning, and lighting.
Fig. 2 Measured bit-error-rate at different positions by (a) Rx1and (b) Rx2; (c) experimental and theo-retical channel valuesh at difference x positions; (d) measured distance error of the proposed positioning system.
response H obtained in MIMO experiment and the Lambertian radiation pattern. The experimental value of htðxÞ can be obtained using the MIMO algorithm as shown
in Eqs. (1) and (2), while the theoretical value of ht0ðxÞ can
be obtained by Lambertian radiation pattern11as described in
EQ-TARGET;temp:intralink-;e003;326;752
ht0ðxÞ ¼
ðm þ 1ÞA cosmðθÞ cosðϕÞ
2πd2 ; (3)
where m is the order of Lambertian emission defined by the LED semiangle at half-powerϕ1∕2, which is m ¼ lnð1∕2Þ∕ ln½cosðϕ1∕2Þ; A is the Rx detection area; d is the distance
Fig. 4 Distance error of the proposed positioning system at (a) three-dimensional view and (b) top view. (c) Positioning error when the Rx is tilted.
between LED and Rx;θ and ϕ are the angle of incidence of Tx and Rx, respectively. In this experiment, A ¼ 4 cm2and no rotation of Tx and Rx is used; hence, θ ¼ ϕ.
Figure2(c)shows the experimental and theoretical chan-nel values h at different position x. h1 and h2 are the actual
channel values obtained in MIMO experiment, while h10and
h20 are the theoretical channel values obtained in the
Lambertian radiation pattern, which act as the reference for the positioning system. For instance, if the Rx is at posi-tion xr, two specific values h1ðxrÞ and h2ðxrÞ can be
obtained. Then, these two values are used to minus the theo-retical channel values at different position x, i.e., h1ðxrÞ
minus each h10ðxÞ at all position x; and h2ðxrÞ minus each
h20ðxÞ at all position x. Then, a minimum value can be
obtained, which represents the smallest channel value differ-ence. Hence, the corresponding x (the location of Rx) can be obtained. The above operation can be implemented in com-puter program by
EQ-TARGET;temp:intralink-;e004;63;554
x ¼ argmin½jh1ðxrÞ − h10ðxÞj þ jh2ðxrÞ − h20ðxÞj: (4)
Finally, we evaluate the accuracy of our proposed VLC MIMO positioning scheme by comparing the results obtained in Eq. (4) with the actual position. Figure 2(d)
shows the experimental distance error of our proposed scheme. The distance error is within 1 cm.
Then, we numerically evaluate the proposed scheme to a two-dimensional (2-D) room as shown in Fig.3. The room size is 7 m× 7 m × 2 m. In order to provide higher coverage of the room, the simulation parameters are different from the one-dimensional (1-D) case. The LED semiangle at half-power ϕ1∕2 is 70 deg; the field of view (FOV) of the Rx is 60 deg with detection area of 1 cm2. The LED arrange-ment is shown in Fig. 3, and they are emitting 4 × 5 Mb∕s NRZ data. Figures4(a)and 4(b)show the dis-tance error distribution in 3-D and in top view, respectively. We can achieve the positioning distance error within 1 cm in over 90% of the room. Higher positioning errors are observed at the corners of the room due to lower illuminance (i.e., lower signal-to-noise). It is worth mentioning that the higher positioning errors at the corners can be reduced by adding more LED for MIMO inside the room. As we know that it is not very user-friendly if the Rx should be posi-tioned a horizontal position, here, we also study the case when the Rx is tilted, and this will introduce positioning error, as shown in Fig.4(c). When the tilting angle is within 5°C, an additional positing error of 5 cm can be observed.
When the tilting angle is larger than half of the FOV, no opti-cal signal can be received.
4 Conclusion
We proposed and demonstrated an MIMO VLC-positioning system using white-light LEDs. Unlike other schemes in the literature, our scheme was based on MIMO to provide both position and VLC. Experimental results showed that the pro-posed MIMO VLC system can achieve a BER of 10−10, while the positioning errors were within 1 cm. Numerical analyses of the VLC-positioning systems were also per-formed, showing the positioning error within 1 cm. Further analysis of the tilting angle of the Rx was also presented. Acknowledgments
This work was supported by the Ministry of Science and Technology, Taiwan, MOST-104-2628-E-009-011-MY3, MOST-103-2221-E-009-030-MY3, and MOST-103-2218-E-035-011-MY3, Aim for the Top University Plan, Taiwan, and Ministry of Education, Taiwan.
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