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Using That Knowledge: Radar-aware AACRs analyze and mitigate interference with <Self/> and CWN communications signals. The radar-expert CR synthesizes SHF waveforms with good information density and ambiguity surfaces for simultaneous communications and radar functions. 7.7.1.8 WLAN Hot-Spot Knowledge Chunk Cellular, PCS, and wireless local area networks use SHF spectrum near radar bands (e.g., the 5.4 GHz ISM bands) for small antennas, high directionality, and wide bandwidths for hot-spot applications. In hot spots, there are often many more radios than channels available (e.g., shopping malls and sporting events). Using That Knowledge: The AACR learns the locations and incremental costs of hot-spots to shape traf c for user objectives of lowest cost or timely delivery. It also might learn the best location for a palmtop video teleconference at, say, 128 kbps. 7.7.1.9 Doppler Shift Knowledge Chunk Doppler shift (e.g., from 400 mph aircraft) may exceed 1 kHz at 15 GHz. At frequency f, f = v c v so f = f v f for v << c c c

I m still wondering how this tweet got classi ed as negative: Chicago SC: Sox lose 5-3 to Tigers in nale Sorry Chicago! I LOVES MY TIGERS! GO DETROIT! (via @LAScooterGirls) http://twitpic.com/ka9eq But now it s time to get serious. The team that created Twitter Sentiment say that it is strictly a school project. So what s a business to do It s time to turn our attention to some of the more serious sentiment analysis services.

10

(7-7)

If a re ecting object moves away with velocity v, the distance is increasing, so the wavelength appears to be stretched and frequency is reduced. Table 7-3 shows Doppler shift for representative scenarios. At HF, the plasmas in the ionosphere often have an apparent velocity of 2000 mph or more, inducing Doppler shifts of up to 5 Hz. Doppler shift is proportional to the cosine of the angle between an aircraft or satellite ight path and the RF LoS. Short-range EHF links experience Doppler shifts of over 1 kHz. In addition, the total Doppler shift between two moving platforms can be double that shown in Table 7-3. The Doppler shift between a groundbased receiver and a low Earth orbit (LEO) satellite at EHF decreases from +30 kHz to zero when the satellite is overhead and continues to decrease to

Doppler Shift Frequency 10 MHz 1 GHz 15 GHz 21 GHz Re ector Ionosphere Aircraft Aircraft Satellite Velocity 2,000 mph 500 mph 500 mph 10,000 mph Doppler Shift 3.259 Hz 81.48 Hz 1.22 kHz 34.2 kHz

Some signs (some or all may occur) High cirrus clouds, the wind backs, and the barometer falls. Cloud thickens and lowers. It then rains, and the barometer falls. The faster it falls the stronger the wind. The wind backs south and it continues to rain. Rain breaks, and the wind veers to the south-west. The barometer steadies, and the air temperature rises, leading to steady wind from the south-west (and steady pressure), low cloud, and possible drizzle or mist. Wind backs, then increases and veers. The wind can be squally before the cloud breaks, the rain stops and the sky clears. Pressure rises suddenly. Thickening and lowering of cloud; the barometer falls slowly and the rain increases as the front arrives. As the front passes you get sunshine and showers. The barometer slowly starts to rise.

Want to know if your blog is faring well There s an app for that. Care to survey the blogosphere and see if your brand is doing well Can do. Want to know how well your product is faring in the news and reviews Got ya covered. Why the turnaround Why am I now putting a positive spin on sentiment analysis We have more data much more. Once we re free of the 140-character stricture imposed by Twitter, sentiment is easier to recognize mathematically.

FIGURE 7-12

30 kHz as the satellite recedes. Doppler shifts, positive and negative, must be compensated by analog or digital carrier tracking loops. Using That Knowledge: The Doppler-expert iCR knows the equations for Doppler shift and can identify those objects in a scene that affect Doppler shift. It also learns about frequency shift phenomena by observing the environment. The Doppler-expert iCR applies this knowledge to enhance QoI, for example, by pointing the antenna away from the nearby air eld to minimize Doppler spreading of a HDR SHF channel. 7.7.2 Spatial Distribution of SHF Energy