diff --git a/src/cssrlib/cssr_bds.py b/src/cssrlib/cssr_bds.py index a2d8856..77f9c53 100644 --- a/src/cssrlib/cssr_bds.py +++ b/src/cssrlib/cssr_bds.py @@ -19,6 +19,8 @@ def __init__(self, foutname=None): self.nsig_max = 8 self.iodp = -1 self.iodp_p = -1 + self.cb_blen = 12 + self.cb_scl = 0.017 def ssig2rsig(self, sys: sGNSS, utyp: uTYP, ssig): gps_tbl = { @@ -177,9 +179,16 @@ def decode_cssr_mask(self, msg, i): return i def decode_cssr_orb_sat(self, msg, i, inet, sat_n): - slot, iodn, iodc, dx, dy, dz, ucls, uval = \ - bs.unpack_from('u9u10u3s15s13s13u3u3', msg, i) - i += 69 + slot, iodn, iodc = bs.unpack_from('u9u10u3', msg, i) + i += 22 + + dx, dy, dz = bs.unpack_from('s{:d}s{:d}s{:d}'.format( + self.dorb_blen[0], self.dorb_blen[1], self.dorb_blen[2]), msg, i) + i += self.dorb_blen[0] + self.dorb_blen[1] + self.dorb_blen[2] + + ucls, uval = bs.unpack_from('u3u3', msg, i) + i += 6 + sys, prn = self.slot2prn(slot) if sys == uGNSS.NONE: return i @@ -191,9 +200,9 @@ def decode_cssr_orb_sat(self, msg, i, inet, sat_n): iodn = iodn & 0xff # IODC -> IODE dorb = np.zeros(3) - dorb[0] = self.sval(dx, 15, self.dorb_scl[0]) - dorb[1] = self.sval(dy, 13, self.dorb_scl[1]) - dorb[2] = self.sval(dz, 13, self.dorb_scl[2]) + dorb[0] = self.sval(dx, self.dorb_blen[0], self.dorb_scl[0]) + dorb[1] = self.sval(dy, self.dorb_blen[1], self.dorb_scl[1]) + dorb[2] = self.sval(dz, self.dorb_blen[2], self.dorb_scl[2]) self.lc[inet].iode[sat] = iodn self.lc[inet].iodc[sat] = iodc @@ -220,7 +229,7 @@ def decode_cssr_orb(self, msg, i, inet=0): self.iodssr_c[sCType.ORBIT] = head['iodssr'] self.lc[inet].cstat |= (1 << sCType.ORBIT) - i += 19 + i += 19 # reserve return i def decode_cssr_cbias(self, msg, i, inet=0): @@ -248,10 +257,12 @@ def decode_cssr_cbias(self, msg, i, inet=0): self.lc[inet].cbias[sat] = {} for j in range(0, nsig): - sig, cb = bs.unpack_from('u4s12', msg, i) - i += 16 + sig, cb = bs.unpack_from( + 'u4s{:d}'.format(self.cb_blen), msg, i) + i += 4+self.cb_blen sig_ = self.ssig2rsig(sys, uTYP.C, sig) - self.lc[inet].cbias[sat][sig_] = self.sval(cb, 12, self.cb_scl) + self.lc[inet].cbias[sat][sig_] = self.sval( + cb, self.cb_blen, self.cb_scl) self.iodssr_c[sCType.CBIAS] = head['iodssr'] self.lc[inet].cstat |= (1 << sCType.CBIAS) @@ -260,8 +271,8 @@ def decode_cssr_cbias(self, msg, i, inet=0): def decode_cssr_clk_sat(self, msg, i, inet, sat): """ decode clock correction for satellite """ - iodc, dclk = bs.unpack_from('u3s15', msg, i) - i += 18 + iodc, dclk = bs.unpack_from('u3s{:d}'.format(self.dclk_blen), msg, i) + i += 3+self.dclk_blen if sat in self.lc[inet].iodc_c.keys() and \ iodc != self.lc[inet].iodc_c[sat]: @@ -269,7 +280,8 @@ def decode_cssr_clk_sat(self, msg, i, inet, sat): self.lc[inet].dclk_p[sat] = self.lc[inet].dclk[sat] self.lc[inet].iodc_c[sat] = iodc # note: the sign of the clock correction reversed - self.lc[inet].dclk[sat] = -self.sval(dclk, 15, self.dclk_scl) + self.lc[inet].dclk[sat] = - \ + self.sval(dclk, self.dclk_blen, self.dclk_scl) return i def decode_cssr_clk(self, msg, i, inet=0): diff --git a/tutorials/cssrlib.ipynb b/tutorials/cssrlib.ipynb index e5a7bb1..ac0cd52 100644 --- a/tutorials/cssrlib.ipynb +++ b/tutorials/cssrlib.ipynb @@ -2946,7 +2946,7 @@ }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 73, "id": "jBUBDuDH-Iax", "metadata": { "colab": { @@ -2960,16 +2960,16 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 108, + "execution_count": 73, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -3047,7 +3047,7 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 74, "id": "wsXq8ow7Kt6-", "metadata": { "id": "wsXq8ow7Kt6-" @@ -3084,7 +3084,7 @@ }, { "cell_type": "code", - "execution_count": 110, + "execution_count": 75, "id": "yzPWKG1oKt7I", "metadata": { "id": "yzPWKG1oKt7I" @@ -3138,7 +3138,7 @@ }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 76, "id": "Z-oB0iDWKt7I", "metadata": { "id": "Z-oB0iDWKt7I" @@ -3197,7 +3197,7 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 77, "id": "NqhVIdPgKt7J", "metadata": { "colab": { @@ -3254,7 +3254,7 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 78, "id": "tjGh4fpZKt7J", "metadata": { "colab": { @@ -3344,7 +3344,7 @@ }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 79, "id": "PHo6f5f1Kt7K", "metadata": { "colab": { @@ -3358,10 +3358,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 114, + "execution_count": 79, "metadata": {}, "output_type": "execute_result" },